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)

Multi Agent System EXPLAINED
TestMu AI (Formerly LambdaTest) · beginner hands-on
→ Split work among multiple agents→ Improve efficiency and reduce errors
Build a multi-agent system: A2A & Agent Registry
Google Cloud Tech · beginner
→ Deploy a production-ready multi-agent system→ Integrate AI agents with cloud services
From prompts to production: Startup multi-agent workflows
Google Cloud Tech · beginner
→ Design multi-agent systems→ Implement Agent2Agent communication→ Use Model Context Protocol for workflow orchestration
Agent-to-Agent(A2A) Protocol Explained
TestMu AI (Formerly LambdaTest) · beginner
→ Develop autonomous workflows→ Integrate agents from different organizations→ Design complex agent interactions
Multi-agent patterns in VS Code you won't learn from docs | BRK201
Visual Studio Code · intermediate
→ Design multi-agent systems→ Orchestrate agent fleets→ Decompose work across agents
AI Agent Protocols | AI Agent Protocols Explained | How AI Agents Collaborate | Edureka
edureka! · beginner
→ Build Multi-Agent Systems→ Develop Agent Communication Strategies→ Implement Collaboration Protocols
The Future of Agent UIs: Streaming Subagents in Real Time
LangChain AI · intermediate hands-on
→ Design and build multi-agent systems with real-time interfaces→ Implement subagent streaming in multi-agent systems
3 Advanced AI agent design patterns
Google Cloud Tech · beginner hands-on
→ Build dynamic multi-agent systems→ Use sequential and parallel agents
How to train Multi Agent Collaborative Agents with Reinforcement Learning (CTDE Explained)
Neural Breakdown with AVB · beginner hands-on
→ Design multi-agent systems→ Implement collaborative agents→ Train agents to avoid collisions and reach goals
Build Real Agentic AI Systems in 6 Weeks (Not Just Theory)
Analytics Vidhya · advanced hands-on
→ Design multi-agent systems→ Implement agent interactions→ Test agent-based systems