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Agent orchestration / framework

LangGraph

Build stateful agent workflows that combine deterministic steps and model-driven decisions.

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What it can do

  • durable execution
  • state persistence
  • workflow graphs
  • human approval steps
  • streaming

Before you connect

No hosted-agent account is implied by the library; connected model, tool, and optional platform services need their own credentials.

Limits and tradeoffs

  • Framework, not a ready-to-delegate agent. The builder defines the graph, tools, model access, persistence, and deployment.
Evidence: documentation reviewed

Reviewed 2026-09-22. These are provider-described capabilities. We have not tested authenticated execution, reliability, security, or output quality.

Primary sources

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