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LangGraph
LangChain's graph runtime for cyclic, stateful agent applications.
AssessLLMOpsNew
- Why this ring
- Leading framework signal in 2025–2026 surveys; assess ops complexity vs Temporal for durable jobs.
- Production risk if ignored
- Framework churn and deep stack traces slow incident response.
- Typical effort
- months
- Medium FinOps impact
Use cases
- Stateful agents
- Tool routers
- HITL graphs
Adoption steps
- Pilot one graph
- Instrument spans
- Cap recursion
- Document failure modes
Related tools
In your assessment
Framework fit + observability of graph runs