This seems to be completely on point: RAG isn't meant for code agents or tools even. https://pashpashpash.substack.com/p/why-i-no-longer-recommend-rag-for So what's better? grep, file search, AST-indexed search with iterations seem to work a lot better. This is true even in my experience building code generation agents.