Back to radar

Production AI Radar

LangGraph agent orchestration

Graph-based agents with durable state, cycles, and human-in-the-loop nodes for production workflows.

AssessLLMOpsNew
Why this ring
Assess when multi-step tool use outgrows linear chains - but keep RAG simple until graph complexity pays off.
Production risk if ignored
Unbounded agent loops burn tokens and hang customer workflows without timeouts and checkpoints.
Typical effort
months
High FinOps impact

Use cases

  • Multi-tool agents
  • Approval gates
  • Branching workflows

Adoption steps

  1. Map graph nodes and side effects
  2. Hard timeouts and token budgets
  3. Human node for writes
  4. Eval tool-correctness in CI

Related tools

In your assessment

Agent topology review + timeout/cost caps

How-to guideBook stack assessment