The RAG Reality Check
Production RAG is a different problem. From hybrid retrieval and PDF table parsing to symbol-scope bugs that silently corrupt your data, here’s what actually broke when we shipped a RAG system on real customer documents — and the engineering decisions that fixed it.
January 10, 2026