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CodingCat.dev
@codingcat.dev

Broad vector similarity searches burn tokens on noisy chunks and miss structured context. Instead of dumping raw RAG hits into the prompt, give AI agents a lightweight dataset outline with direct entry-path retrieval. Full breakdown in the reply 👇

Alex Patterson
@codercat.dev

Most token bloat I debug in production comes down to agents pulling entire documents when they only needed three fields. Narrow GROQ projections + an explicit outline fix that immediately.

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