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Building RAG That Doesn't Confidently Lie to You
Jul 10, 2026/11 min read
Retrieval-augmented generation is easy to demo and hard to trust. The engineering patterns that keep answers grounded in reality.
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RAG fails quietly — the answer looks right and cites nothing real. Here's how to stop that.
Grounding patterns
- Chunk with intent, not by character count
- Force citations, reject uncited claims
- Eval against a gold set every deploy
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