StateGraph Hierarchical Multi-Agent Supervisor Swarms in LangGraph: Building Router-Worker Systems with Redis State Persistence in Python 8 hours ago When developers first experiment with agentic AI, they almost always begin with a monolithic design: a single Large Language Model…