LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for agent deployment. This tool integrates memory, authentication, and evaluations into a single managed environment. Developers can now bypass manual infrastructure setup. It simplifies the transition from local prototypes to production-ready autonomous systems for software engineers.