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Production Deep Dives · D4

Evaluation & Observability

Regression, adversarial, judge, and human evaluations connected to traces and production drift.

Use this path when you need evidence that a change improved the system.2 sessions

What You’ll Be Able to Do

  1. 01Choose among golden, regression, adversarial, judge, and human evaluations
  2. 02Instrument traces, spans, token, latency, and error telemetry
  3. 03Connect production drift back to an evaluation set and a fix

Lessons

  1. 01Four Eval Types You Layer, Not Pick
  2. 02Traces, Telemetry, Drift, and the Closed Loop
  3. GateModule Gate: Evaluation & ObservabilityAssessment