Deep Agents: Building Long-Running Autonomous Agents with LangChain's New Framework

LangChain announced the Deep Agents framework, a new architecture designed to build long-running autonomous agents capable of orchestrating complex workflows beyond reactive interactions. This framework introduces layered planning, persistent memory, and sub-agent delegation as first-class concerns, marking an end to single-turn agents.