Chain-of-thought prompting

Standard RAG commits to its retrieval plan before anyone has read the question

A dev.to post puts the standard-versus-agentic line at when the retrieval decision gets made, and the interesting part is what a fixed top-k pipeline gives up the moment a planner starts writing plans per question.