Evaluation & Observability Stack
End-to-end evals, tracing, metrics, feedback loops, and model monitoring.
TracesEvalsFeedback
Data Flow
1 Stage tracing 2 Version attributes 3 Sampled judging 4 Human feedback 5 Dashboards + alerts
Implementation Notes
Alert on trends against rolling baselines. Wire user feedback to full traces so failures are reproducible.