Source record

Published by LangChain Blog (T1.5 source). The original is at https://www.langchain.com/blog/introducing-dynamic-subagents-in-deep-agents.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

LangChain introduces dynamic subagents in Deep Agents: the main agent writes a short script to programmatically orchestrate subagents instead of invoking them one-by-one via tool calls, enabling scalable, conditional, and multi-phase agent pipelines with patterns like loops, branches, and concurrency.

Replaces turn-by-turn tool calls with script-based orchestration, letting one agent drive hundreds of subagents using code constructs the model already writes well.

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