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Managed Deep Agents - Conceptual Video

LangChain · Aug 19, 2026 · Product Launches

LangChain launches Managed Deep Agents to handle production agent infrastructure at scale.

“this will make it far more easy than before to build powerful agents and actually run them at scale”

LangChain is introducing Managed Deep Agents, a managed infrastructure layer built on top of their open-source model-agnostic 'deep agents' harness, designed to solve the hard production problems of deploying agents at scale. The offering targets gaps between local development and production: durable execution, fault tolerance, streaming, sandboxing for untrusted code, and context management. This is notable as infrastructure complexity — not model capability — is increasingly the bottleneck preventing enterprise adoption of agents.

LangChain agent-infrastructure managed-agents production-deployment deep-agents

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