Managed Deep Agents
Overview of Managed Deep Agents public beta features, workflows, and limits.
Managed Deep Agents is LangChain's managed LangSmith infrastructure for defining, testing, deploying, and operating Deep Agents from code-first project folders. It provides the Deep Agents harness plus production infrastructure for durable agent execution, hosted runtime, context, memory, sandboxes, channels, evals, and observability.
Recent stories
LangChain opened Managed Deep Agents in public beta for scaffolding agents with channels, sandboxes, memory, and identity. The agents deploy on LangSmith-managed infrastructure with evals and lifecycle controls.
LangChain opened a private beta for Managed Deep Agents, a model-agnostic deployment layer built on deepagents with durable execution, sandboxes, and a context hub. The release turns deep-agent rollout into a single config-and-deploy flow and adds an auth proxy boundary for agent actions.