Monitoring Agentic Systems Before They're Reliable

1. 1Decompose agentic system evaluation into three dimensions: quality, safety, and performance
2. 2Identify structural defects that dominate the failure landscape
3. 3Develop task-level monitors to detect errors
4. 4Implement a monitoring and triage methodology to detect and address failures
5. 5Test and refine the methodology using real-world scenarios
6. 6Apply the methodology to agentic systems in production

AI engineers and researchers on a team benefit from this methodology as it helps them identify and address potential failures in agentic systems, ensuring reliable operation

💡 Decomposing evaluation into three dimensions helps detect structural defects and task-level errors, ensuring reliable operation of agentic systems

💡 Monitor agentic systems before they're reliable by evaluating quality, safety, and performance #AI #AgenticSystems