Agentic systems need state, not just prompts. LangGraph models your agent as a directed graph of nodes.
Why graphs beat chains
Linear chains break down when you need loops, retries, and conditional branching.
from langgraph.graph import StateGraph
graph = StateGraph(AgentState)A good agent is a good state machine.
— Prasanjith