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Spec-driven development framework — AI agents that think before they type

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## Findings - **{{Severity}}** ({{category}}): {{spec.md:line}}: {{one-line description}}. Required clarification: {{specific question or rewrite}}. ## Resolved - {{previous finding now absent: omit the section when there are none}} <!-- This is an optional pre-pass for a human. It persists no report and is NOT the gate: `paqad-ai spec freeze` runs the authoritative deterministic review and blocks on a critical defect. -->