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Agent orchestration
LangGraph
LangChain's agent orchestration framework for controlling agent workflows with durable execution, memory, streaming and human-in-the-loop.
Last verified 2026-10-14. Editorially researched from vendor pages; not personally tested or endorsed.
Business applications
- Custom agents embedded in products
- Human-in-the-loop internal tools
Capabilities
- Durable execution
- Memory
- Streaming
- Human-in-the-loop
Limitations & risks
- Not a business-user product
- Total cost depends on model usage and hosting
Implementation guidance
Use when off-the-shelf agents can't meet control or integration needs; budget for evaluation and observability from day one.