paqad-ai
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Spec-driven development framework — AI agents that think before they type
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# Regression Layer Map
Map recommendations like this:
- unit: isolated logic or transformation changes
- integration: persistence, contracts, or service boundaries
- end-to-end: critical user-visible cross-boundary flows
- manual verification: behavior not yet automatable with current tooling