Claude.md provides a structured markdown format for AI coding agents to ingest project context. By organizing rules and architecture in a dedicated file, developers reduce hallucinations during autonomous builds. Anthropic users can now maintain a persistent memory for their codebase. This incremental improvement helps agents maintain consistency across large, complex software repositories.