Introduction: The Stateful Action Loop
**LangGraph** takes tool use to the next level by treating it as a "Node" in a stateful graph. This allows for complex logic, such as "Conditional Edges" that change the conversation flow based on the *result* of a tool call.
The LangGraph Tool Node
We build our "Next-Gen Agents" using cyclic graph architectures:
- The