Skills › AI Agents & Automation

Multi-Agent Systems

Orchestrate multiple specialised agents — supervisor patterns, CrewAI, AutoGen.

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After this skill you can…

  • Build supervisor/worker agent architectures
  • Use CrewAI or AutoGen for multi-agent tasks
  • Handle inter-agent communication and state

Watch (10 videos)

Hierarchical multi-agent systems with LangGraph
LangChain · intermediate hands-on
→ Create a hierarchical multi-agent system with LangGraph→ Orchestrate multiple agents using a supervisor agent
Building Durable Multi-Agent AI Workflows with Dapr Agents
Microsoft Developer · intermediate hands-on
→ Build durable multi-agent AI workflows→ Orchestrate autonomous agents at scale
Command: a new tool for building multi-agent architectures in LangGraph
LangChain · intermediate hands-on
→ Build multi-agent architectures in LangGraph→ Implement agent communication protocols
Building an multi-agent concierge system using LlamaIndex Workflows
LlamaIndex · intermediate hands-on
→ Design a multi-agent system→ Implement a workflow using LlamaIndex
AutoGen: Multi-Agent AI Conversation, complete code
Discover AI · intermediate hands-on
→ Build a multi-agent conversation system with AutoGen→ Implement agent communication protocols
Workshop: Build Multi-Agent Workflows with Low-Code Interfaces - AI PM Community Session #61
Product Management Exercises · intermediate hands-on
→ Design multi-agent workflows→ Implement low-code interfaces for AI workflows
CODE Multi-Agent RL: 20x Code + ReDel + AgentScope
Discover AI · beginner hands-on
→ Code multi-agent RL in PyTorch→ Implement distributed parallel multi-agent RL
🚀 Day 07 : Multi-Agent Teams Using Agno Agentic Framework – Build Your Own Financial Agent
DataSciLearn 📊 · intermediate hands-on
→ Create multi-agent systems for financial applications→ Orchestrate intelligent agents for market analysis
Architecting multi-agent systems
Google Cloud Tech · intermediate hands-on
→ Design multi-agent systems→ Implement ADK for agent development
Underwriting Assist - A Multi Agent System // Somya Rai | Maria Zhang // Agents in Production 2025
MLOps.community · advanced hands-on
→ Design a multi-agent system for a real-world application→ Implement human-in-loop feedback in a multi-agent system