If you’ve been following this LangGraph series, you’ve already learned how to build agents, manage their state, and use reducers to control how data flows through your graph. We’ve laid a foundation. But there’s one piece we haven’t zoomed in on yet, the actual messages moving through your graph.

Think about it: when you build a chatbot or any...