Jev production reliability checklist

A compact production checklist for versioning the full decision contract, separating provider failures from valid uncertainty, keeping privacy-conscious reproducibility logs, and rolling out against labeled outcomes.

Original by AgentBuffEvaluationJev TutorialOriginal published 2026-09-23Source reviewed 2026-09-26

Before you dive in

What you’ll find in the original

Version the model, state schema, question IDs, criteria, and threshold policy together because changing any part can change behavior.
Handle timeouts, rate limits, overload, and invalid responses through retry or fallback paths; send valid low-confidence results through an explicit review policy instead.
Log reproducibility fields without leaking sensitive content, then use labeled tests, shadow traffic, override data, and a kill switch before expanding automation.

Worth knowing

The two-second timeout in the sample is illustrative, not a provider SLA. The page prescribes an evaluation and rollout process; it reports no production reliability measurement.