Stateful workflows

LangGraph

Build stateful agent workflows with explicit control over steps, persistence and human review.

When to consider it

Consider it when you need to control the sequence of model calls and deterministic steps, or pause a workflow for review.

Before you choose

Our selection notes: use these checks for your own trial. These are recommendations, not results of a hands-on benchmark.

  • Sketch the state transitions before choosing a graph design.
  • Test checkpoint recovery with one failed tool call.
  • Keep an explicit boundary between model suggestions and actions that change external systems.

Sources & project links

About this listing

Official documentation reviewed 2026-10-26. The overview is based on the linked official source. Selection advice is our interpretation.

Pricing, licensing, supported models and hosting requirements may change. Check the original project before installing or paying. Inclusion is not an endorsement or a performance rating.

Historical repository popularity

The old directory displayed 42.7k GitHub stars. Its original observation date is unknown. This is retained as historical context, not a live count or quality score.

Read our methodology · Suggest a correction

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