LangGraph production loop

Stateful agent orchestration with observability and durable execution for workflows that run longer than a single chat turn.

Product engineers shipping server-side agents6 resources3 readings

Suggested reading

  1. What is an AI Agent?
  2. What is an Agent Harness?
  3. What is an LLM?

Wiring order

  1. 01
  2. 02
  3. 03
  4. 04
  5. 05
  6. 06

Caveats

  • Add human approval before any irreversible external action.
  • Define checkpoint boundaries early—migrating state shapes later is painful.