Adding a Stateful Trust Boundary to a LangGraph Agent

LangGraph makes agent workflows easier to reason about. You can see the nodes. That is a big improvement over a black-box agent loop. But it also exposes the question most agent pipelines eventually have to answer: Which parts of this graph are allowed to trust external content? A graph-based agent