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GuideAI AgentsIG: #LANGGRAPH

AI Agent Architecture Guide: Multi-Agent Systems with LangGraph & CrewAI

How to build production supervisor-worker agent networks with cyclical graphs and human-in-the-loop validation.

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11 min readAug 22, 2026

The Supervisor Pattern in LangGraph

In complex workflows, single agents easily drift off course. A Supervisor agent receives the user prompt, delegates sub-tasks to specialized Worker agents (Researcher, Coder, Reviewer), and aggregates results.

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Download LangGraph Starter Python Code

Ready-to-run Python script with supervisor pattern.

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AI Tools & Software Used
🧠

Claude 3.7 Sonnet

AI Agents
🕸️

LangGraph

AI Agents

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