The CEO Agent has been battle hardened with enterprise-grade security, resilience, and operational capabilities to ensure robust performance in production environments.
# Example: Security validation in action
result = await ceo_agent.execute_strategic_directive("exec('rm -rf /')")
Returns: {"status": "SECURITY_VIOLATION", "message": "Directive failed security validation"}
strategic_directive - Strategic directive executionmonetization_campaign - Campaign launchesbdi_execution - BDI agent operations state_persistence - File operations# Circuit breaker states: CLOSED (normal), OPEN (blocked), HALF_OPEN (testing)
health = await ceo_agent.get_system_health()
print(health["circuit_breakers"])
# Manual backup creation
await ceo_agent._create_backup()
Recovery from backup
success = await ceo_agent._recover_from_backup()
# Get comprehensive health report
health_report = await ceo_agent.get_system_health()
Health report includes:
# Graceful shutdown via signal
kill -TERM <ceo_agent_pid>
# Get comprehensive strategic status
status = await ceo_agent.get_strategic_status()
Returns:
from orchestration.ceo_agent import CEOAgent
Initialize battle-hardened CEO agent
ceo = CEOAgent()
Execute strategic directive (with security validation)
result = await ceo.execute_strategic_directive(
"Analyze Q4 revenue opportunities in the enterprise market",
{"priority": "HIGH", "deadline": "2024-01-31"}
)
Launch monetization campaign (with rate limiting)
campaign = await ceo.launch_monetization_campaign(
"swaas_platform",
{"target_clients": 50, "budget": 10000.0}
)
Monitor system health
health = await ceo.get_system_health()
status = await ceo.get_strategic_status()
# The CEO agent gracefully handles all errors
try:
result = await ceo.execute_strategic_directive("Complex directive")
if result.get("fallback"):
print("Operation used fallback response due to error")
print("Recommendations:", result.get("recommendations", []))
except Exception as e:
# Exceptions are caught internally and returned as structured responses
print("This won't execute - errors are handled gracefully")
# Check system status
python orchestration/ceo_agent.py status
Execute strategic directive
python orchestration/ceo_agent.py directive --directive "Analyze market trends"
Launch monetization campaign
python orchestration/ceo_agent.py monetize --strategy swaas_platform --parameters '{"budget": 5000}'
# Optional: Override default settings
export CEO_AGENT_RATE_LIMIT_TOKENS=100
export CEO_AGENT_RATE_LIMIT_REFILL=10.0
export CEO_AGENT_CIRCUIT_BREAKER_THRESHOLD=5
export CEO_AGENT_HEALTH_CHECK_INTERVAL=30
{
"ceo_agent": {
"agent_id": "production_ceo_strategic_executive",
"health_check_interval": 30,
"backup_retention": 10,
"rate_limit": {
"max_tokens": 50,
"refill_rate": 5.0
},
"circuit_breakers": {
"failure_threshold": 5,
"recovery_timeout": 60
}
}
}
# Check circuit breaker status
health = await ceo.get_system_health()
breakers = health["circuit_breakers"]
# Wait for automatic recovery or manual reset
# Circuit breakers automatically reset after recovery_timeout
# Implement backoff strategy
import asyncio
result = await ceo.execute_strategic_directive("directive")
if result.get("status") == "RATE_LIMITED":
await asyncio.sleep(2) # Wait and retry
# Automatic recovery is attempted
# Manual recovery if needed:
success = await ceo._recover_from_backup()
get_system_health() regularlyKey metrics to monitor:
The battle-hardened CEO Agent is now ready for production deployment with enterprise-grade reliability, security, and operational excellence.