Benchmarking and Metrics

Performance Metrics

• API Latency: Measure average response time for OpenAI calls.

• Agent Execution Time: Log time taken by each agent to complete tasks.

Validation Accuracy

• Track the percentage of tasks where validator agents rated outputs as excellent (4 or 5).

Error Rates

• Monitor API error rates and common failure points.

Dashboard

• Use Streamlit or Plotly to create a real-time performance dashboard.