Evaluation and Observability

agent testing checklist

Comprehensive testing checklist for agentic systems. Covers eval frameworks, regression testing, quality metrics, and observability.

10 items
  1. 1
    set up eval frameworks

    Eval Frameworks

  2. 2
    implement deterministic evals for core paths

    Deterministic vs Probabilistic Evals

  3. 3
    define quality metrics

    Quality Metrics

  4. 4
    configure trace analysis

    Trace Analysis

  5. 5
    set up observability platform

    Observability Platforms

  6. 6
    implement regression testing

    Regression Testing

  7. 7
    track cost per operation

    Cost Tracking

  8. 8
    optimize latency

    Latency Optimization

  9. 9
    adopt eval-driven development

    Eval-Driven Development

  10. 10
    integrate test-driven agentic development

    Test-Driven Agentic Development