Scaling Claude Code: Agentic Search Replaces RAG for Enterprise Codebases

Claude Code uses agentic search to navigate large codebases more effectively than traditional RAG-based approaches, which struggle with stale indexes at scale. This enables AI-assisted development across enterprise environments with thousands of developers without requiring complex embedding pipelines. Success depends on proper codebase structuring and CLAUDE.md documentation practices.