Every RAG demo works. You load a handful of clean PDFs, ask a question, and get a grounded answer with citations. Then you point the same pipeline at a real document store with ten years of policies,
The first time I debugged a multi-agent workflow in production, I had four agents, eleven tools, and a user complaint that said only "the answer was wrong." I spent most of an afternoon reading raw lo
When I review an AI agent that works in a demo but breaks in production, the problem is rarely the model. Usually, the agent has direct access to a dozen tools, and nobody can say which call did what,
