LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for autonomous systems. This managed infrastructure handles memory, authentication, and evaluations. Developers no longer need to build custom deployment stacks from scratch. It simplifies the transition from prototype to production for agentic workflows, though it adds another layer of vendor lock-in.