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Allow ReAct supervisors to call subagents defined as LangGraph nodes (not only tools)
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### Checked other resources
- [x] This is a feature request, not a bug report or usage question.
- [x] I added a clear and descriptive title that summarizes the feature request.
- [x] I used the GitHub search to find a similar feature request and didn't find it.
- [x] I checked the LangChain documentation and API reference to see if this feature already exists.
- [x] This is not related to the langchain-community package.
### Package (Required)
- [ ] langchain
- [ ] langchain-openai
- [ ] langchain-anthropic
- [ ] langchain-classic
- [ ] langchain-core
- [ ] langchain-model-profiles
- [ ] langchain-tests
- [ ] langchain-text-splitters
- [ ] langchain-chroma
- [ ] langchain-deepseek
- [ ] langchain-exa
- [ ] langchain-fireworks
- [ ] langchain-groq
- [ ] langchain-huggingface
- [ ] langchain-mistralai
- [ ] langchain-nomic
- [ ] langchain-ollama
- [ ] langchain-openrouter
- [ ] langchain-perplexity
- [ ] langchain-qdrant
- [ ] langchain-xai
- [x] Other / not sure / general
### Feature Description
Currently, when building multi-agent systems in LangGraph, there are two primary patterns:
1. Subagents as tools (via ToolNode + tools_condition)
2. Agents as nodes/subgraphs with handoffs (via Command / Command.PARENT)
The subagents-as-tools pattern provides excellent ergonomics for ReAct-style supervisors:
- The supervisor can iteratively call subagents
- It can reason over intermediate outputs
- It can dynamically decide which subagents to call next
- It naturally supports looping until completion
However, this pattern requires subagents to be wrapped as tools and invoked via ToolNode, which:
- Obscures the graph structure (subagents do not appear as nodes)
- Makes graph diagrams less interpretable
- Creates inconsistency when mixing deterministic node flows with tool-based agents
In contrast, the node/subgraph + handoff pattern:
- Preserves explicit graph structure
- Keeps agents visible as nodes in diagrams
- Is easier to reason about structurally
But it lacks the ergon…
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