Production Readiness Review

Production Readiness Review, a learner-facing working resource from the free and open-source Lumyn FDE School.

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Evidence boundary

  • Evidence mode: live field evidence / sanitized retrospective / synthetic practice:
  • Evidence classes used: assertion / observation / policy / measured operations / exact-build test / exercised capability:
  • Intended use or decision:
  • Scope and applicability:
  • Current limitations and prohibited claims:

Exact candidate

  • Repository, commit, and build digest:
  • Dependency lock digest:
  • Schema and migration versions:
  • Configuration and environment:
  • Data-context revision:
  • Model route and behavior revision:
  • Tool and capability versions:
  • Evaluation and security evidence revisions:

Evidence lanes

Lane Evidence Result Open gap Owner Promotion effect
Functional and data
Evaluation
Security and privacy
Reliability and recovery
Cost and capacity
Accessibility and usability
Support and operating ownership

Gap register

For each gap record severity, confidence, exact evidence location, break scenario, impact, minimum fix, validation evidence, owner, due date, and whether it is non-waivable.

Rollout contract

  • Eligible cohort and exclusions:
  • Canary size and duration:
  • Monitoring and alerts:
  • Cost ceiling:
  • Human review and escalation:
  • Automatic stop conditions:
  • Rollback trigger and procedure:
  • Disable path:
  • Incident and service owners:

Exercised evidence

  • Rollback or disable exercise:
  • Restart and recovery exercise:
  • Support or incident exercise:
  • Migration and old-record replay:

Decision

  • Launch / constrain / hold:
  • Named decision authority and scope:
  • Evidence basis:
  • Residual risk disposition:
  • Conditions and next review:

This review does not imply customer acceptance, production authorization outside the named scope, or authority delegated to a model.