Guides

RAG Works in Theory. Here's Why It Fails in Production.

March 2, 2026

Your RAG pipeline worked in the notebook. Then real users showed up. This guide walks through the failure modes that don't appear until production — bad chunking, misleading similarity scores, context window abuse — and how to think about fixing each one.