Systems & Architecture
Oct 2024•8 min read
Multi-Agent AI Orchestration with LangGraph & State Machines
Designing cyclical graphs and deterministic state transitions for autonomous LLM teams.
#Applied AI#LangGraph#State Machines#Python
Read on SubstackLinear Prompts vs Cyclical Graphs
Complex software engineering workflows require reflection, verification loops, and tool execution retry mechanisms that standard DAGs cannot satisfy.