paqad-ai
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Spec-driven development framework — AI agents that think before they type
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replay re-submitting a previously valid request to repeat an effect
double-submit two near-simultaneous requests both apply
invalid-transition state moves to a value the workflow does not allow
bypass-approval action completes without the required approval step
race concurrent ops produce inconsistent state
rollback-skip compensating step is missing on partial failure
overspend constraint enforced client-side or per-request only