LangChain released Managed Deep Agents to provide developers with integrated runtimes, sandboxes, and authentication. This managed infrastructure handles memory and evaluations, removing the need for manual environment setup. It simplifies the deployment of complex agentic workflows. Practitioners can now move from prototype to production without building their own backend orchestration layers.