Building Your First LangGraph Pipeline: A Decision-Maker's Guide

LangGraph is presented as a graph-based framework for stateful, multi-step AI workflows.

The piece weighs where LangGraph fits best, and where its complexity may be more than teams need.

It highlights production concerns such as checkpointing, human-in-the-loop steps, and workflow reliability.

The guidance helps teams choose between LangGraph and simpler orchestration tools like Airflow or Prefect.