Engineering
Why Most RAG Implementations Fail in Production
Retrieval-Augmented Generation works beautifully in demos. You chunk documents, embed them, store in a vector database, retrieve the top-k, feed to an LLM. The prototype impresses everyone. Then you hit production. And everything breaks. After building RAG systems for 8 enterprise clients — including a government regulator, two legal firms, and