Your RAG copilot can't count — stop letting it try A user asked our document-search copilot a completely reasonable question: how many documents a specific person authored. The copilot answered with a number. Confidently. With a nice sentence aroun...

Building a multi-agent document-search copilot — Part 2: adaptive Hybrid, and a permission gate after the rank This is Part 2 of two. Part 1https://coderlegion.com/22631/ opened on a document-search copilot whose v1 produced muddy results — two ret...

Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query The first version ranked documents badly — and worse, it ranked them badly in a way that looked fine on the architecture diagram. Those are the bugs ...