verification-plan-codex

Define verification criteria by mapping every success criterion to a verifiable proof method and identifying specific failure signals to trigger an immediate codebase rollback. This eliminates execution ambiguity by establishing deterministic validation and recovery steps before any work begins.

Proof mapping in software quality assurance links each project success criterion to a specific, observable proof method. It validates project completion by requiring evidence-based verification, ensuring deliverables meet explicit acceptance criteria before the workflow is considered finished.

Yes, deterministic validation planning applies to mixed business-coding projects. It forces the definition of explicit acceptance criteria, failure signals, and recovery triggers, ensuring both software changes and business workflow deliverables meet rigorous proof criteria before execution.

The best way to plan recovery steps is to define explicit rollback triggers and failure signals before execution begins. By identifying observable signals that indicate a process has failed, you can establish immediate intervention steps to restore the codebase to its previous state.

You need to establish failure signals and recovery triggers when planning complex refactors, mixed business-coding projects, or any deliverable requiring explicit acceptance criteria. This ensures deterministic validation and rollback planning are in place before execution to prevent ambiguity.