LangChain released Managed Deep Agents to provide developers with integrated runtimes, sandboxes, and authentication. This managed layer removes the manual overhead of deploying agentic workflows. It includes built-in streaming and memory management. Practitioners can now move from local prototypes to production environments without building their own backend infrastructure from scratch.