Mar 12, 20257 minAI
What I learned building a RAG pipeline that actually works in production
Everyone demos RAG with clean PDFs. Nobody talks about what happens when your embeddings go stale, your chunks are too big, or your retrieval just returns noise. Here's what I actually ran into.