LangChain released Managed Deep Agents to provide developers with built-in runtimes, streaming, and sandboxes. This infrastructure handles memory and authentication, 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 layer from scratch.