
Managed Deep Agents is a hosted runtime for creating and operating deep agents, offering durable execution, streaming, memory, and context management. It integrates with LangSmith to store agent definitions and manage context retention, enabling agents to improve from real usage. The API allows programmatic creation, updating, and management of agents, with a private beta focusing on managed primitives for running deep agents in LangSmith. The runtime supports durable threads, streaming runs, and human-in-the-loop workflows, and is designed for long-term execution, tool access, and context preservation.
Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth.

LangSmith Bring Your Own Cloud is now generally available on AWS, giving Enterprise teams managed observability, evaluation, and deployment inside their own VPC.

Learn what AI agents are, how they work in an LLM loop, and where workflows fit so you can build reliable, production-ready autonomous systems.
