paqad-ai
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Spec-driven development framework — AI agents that think before they type
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Trigger condition that demands rollback
Time-to-rollback target latency from trigger to recovery
Steps numbered, idempotent, verifiable, on-call-runnable
Verification post-rollback check (metric/query/probe + expected value)
Forward-only when applicable: irreversibly lost data, required reconciliation
Drill when and how to dry-run this procedure