paqad-ai
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Spec-driven development framework — AI agents that think before they type
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empty empty/null/zero-length input or collection
stale cached / outdated state read after the source changed
loading partially-loaded UI or partial response
retry idempotency, dedup, exponential backoff
permission role/scope mismatch, IDOR, mass assignment
concurrency two writers, lost update, race
rollback compensating action on partial failure
integration dependency timeout / 5xx / contract drift
overflow bounds, big payloads, pagination
state-skip transition from unexpected state