Built-in sandboxes, streaming, and authentication now power LangChain's new managed agent offering. This infrastructure handles the runtime and memory overhead typically required for autonomous systems. Developers can now deploy Deep Agents without building custom backend orchestration. It simplifies the transition from local prototypes to production-ready agentic workflows for enterprise teams.