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Traditional vector RAG dumps contradictory chunks into your prompt and expects the LLM to guess which one is current. Compile verified knowledge at build time instead of debugging hallucinations at query time. Breakdown in the reply 👇

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Vector search is great for discovery, but terrible at resolving contradictions between stale and updated docs. Moving conflict detection to build time saves so much prompt debugging.