Do not treat LangGraph as a longer chain: define state, interrupts, and recovery first

The easiest way to misunderstand LangGraph is to see it as “LangChain, but with more steps.” That misses the point. LangGraph becomes useful when an agent is no longer a single prompt or a simple chain. It becomes useful when the workflow has state, branches, tool calls, human approval, checkpointin