AgentTrace instruments LLM agents for structured logging across operational, cognitive, and contextual traces. Provides runtime transparency for security and monitoring in high-stakes settings. Minimal overhead supports accountability and risk analysis.
Key Points
- 1.Three trace surfaces captured
- 2.Dynamic introspectable logs
- 3.Addresses LLM nondeterminism
Impact Analysis
Boosts trust in autonomous agents, facilitating deployment in sensitive domains.
Technical Details
Runtime telemetry beyond static audits. Designed for debugging, benchmarking, real-time use.