Three distinct frameworks—Deep Agents, LangChain, and LangGraph—offer different architectural paths for building AI agents. The company now provides specific guidance on when to select each tool based on project complexity. This update helps developers avoid framework overlap. Practitioners can now choose between simple chains and complex, stateful graphs for their autonomous workflows.