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paqad-ai

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

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orm-find-inside-loop replace with batch query (whereIn / IN list / preloading) await-inside-map parallelize with Promise.all when ops are independent over-fetching-select-star prefer column projection; reduces serialization cost unbounded-pagination cap page size; reject limit:0; require keyset for hot lists non-deterministic-order add a stable secondary key (id) to ORDER BY when paginating leading-wildcard-like LIKE '%foo%' cannot use btree; consider trigram/full-text or invert pattern flagged-n-plus-one confirm with a join or eager load before merging group-having validate index allows index-scan for group key