Audit Logging & Traceability
Track, monitor, and analyze every agent action to ensure accountability, compliance, and continuous improvement
Your Progress
0 / 5 completedWhy Audit Logging Matters
Audit logs are your record of what agents did, when, and why. Without comprehensive logging, you're operating blind—unable to debug issues, prove compliance, or understand agent behavior. Every production agent system needs robust audit logging from day one.
🔍 Debugging
Trace exactly what happened when things go wrong
📋 Compliance
Prove regulatory requirements are met
📈 Improvement
Analyze patterns to optimize agent performance
Interactive: Explore What to Log
Click each category to see what you should track. Every production agent needs comprehensive coverage:
Log everything you need to answer "What happened?" without accessing the agent's code or memory. If you can't reconstruct an agent's behavior from logs alone, you're not logging enough. However, be mindful of sensitive data—never log passwords, API keys, or PII in plaintext.