paqad-ai

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

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# Query Risk Guide

verified: 2026-11-02

Check for:

- correctness drift from missing filters or ordering
- fan-out and N+1 patterns
- excessive payload size or write amplification
- hidden dependency on new schema or index assumptions