Imagine a world where complex deployment procedures become a word, a gesture or an utterance. Where intricate systems are effortlessly deployed as a singular event instance. AUTOMINDx integrates Automated Intelligent Machine Learning (AIML) technology with Automated Intelligent Machine Learning (AIMLx) deployment workflow. Embrace the future of software deployment unlocking new levels of productivity, scalability, integrity, and reliability.
Powered by cutting-edge machine learning models, AUTOMINDx optimizes the deployment process autonomously adapting to diverse environments ensuring efficiency at scale. Gone are tedious tasks replaced by custom configurations provided by the AUTOMINDx UIUX AIML interop technology stack. Empower yourself with a team of machine learning agents focusing your innovation while driving your project forward.
7-phase STM→LTM consolidation cycle. Symbolic aggregation, insight scoring, importance-weighted pruning. Lunar-synced dream clock, 8-hour shifts. agents/machine_dreaming.py
4-phase audit→blueprint→execute→validate campaigns. Resource-aware scheduling, rollback safety, resolution scoring (A–F). agents/learning/strategic_evolution_agent.py
PostgreSQL 16 + pgvector 0.6.0. 157K+ embeddings, cosine similarity search, STM→LTM promotion, RAGE semantic retrieval. agents/memory_pgvector.py
| AUTOMINDx Concept | mindX Implementation |
|---|---|
| Automated deployment as utterance | BDI cognitive architecture — directive → execution |
| Machine learning agent teams | 20 sovereign agents with BANKON vault identities |
| AGLM general learning | Strategic Evolution Agent + Improvement Journal |
| Machine dreaming | Autonomous improvement loop — mindX imagines its own future |
| Auto-tuning | Resource Governor + vLLM/Ollama inference optimization |
| Digital long-term memory | pgvectorscale + RAGE semantic search (1500+ memories) |
| Blockchain trust | Ethereum-compatible wallets, ECDSA challenge-response |
| UIUX interop | DAIO governance — Boardroom, Dojo, CEO Agent consensus |
| Deployment workflow | AuthorAgent — The Book of mindX, lunar publishing cycle |
Solar position for the server location. CPU monotonic clock as the heartbeat baseline.
Speaks time only, delegates action. Inherits from time.oracle — blockchain blocktime, allchain discovery, 18dp precision. Chronos builds; Kairos seizes.