Evolution of RAG and Agentic Reasoning Patterns

Advanced RAG is shifting from manual context window hacking to agent-led retrieval where agents use tools like BM25 or vector search to execute complex queries. Development workflows are transitioning from writing explicit code to defining high-level runbooks and goals.