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CodingCat.dev
@codingcat.dev

Naive vector RAG chunks raw documents and forces your LLM to resolve contradictions at query time. Hardcoding Markdown in system prompts breaks when content updates. Ahead-of-time Knowledge Base compilation fixes both. Full walkthrough in the reply 👇

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Alex Patterson
@codercat.dev

Moving conflict resolution from query time to build time saved us so much headache here. Let me know if you have questions on the GROQ projections or Context MCP setup!