Ignite BRK197: AI Powered Automation & Multi-Agent Orchestration in Foundry
Microsoft Developer presents an in-depth exploration of building and orchestrating AI-powered multi-agent systems with Microsoft Foundry, highlighting advanced frameworks and deployment practices for scalable solutions.
Ignite BRK197: AI Powered Automation & Multi-Agent Orchestration in Foundry
Presented by Microsoft Developer
Overview
This session introduces developers to advanced methods for constructing and scaling multi-agent systems with Microsoft Foundry. It emphasizes moving beyond single-agent prototypes towards orchestrating a ‘fleet’ of AI agents using Microsoft technologies.
Key Technologies & Tools
- Microsoft Foundry Agent Framework (combining Semantic Kernel and AutoGen)
- Shared State Management
- Human-in-the-Loop Integration
- OpenTel and MCP Toolchains
- Agent-to-Agent (A2A) Communication and Activity Protocol
- LangGraph and OpenAI Agents SDK Framework Support
Multi-Agent System Building Blocks
- Use Semantic Kernel and AutoGen for agent logic and orchestration
- Implement shared state for agent collaboration and context persistence
- Integrate human stakeholders for oversight and hybrid workflows
- Utilize OpenTel tools for agent observability and monitoring
- MCP toolchains support robust development and deployment
- Deploy agents using governance and containerization best practices in Microsoft Foundry
Extensibility and Deployment
- Bring in popular external frameworks: LangGraph, OpenAI Agents SDK
- Deploy scalable, governed, and observable agents in production on Microsoft Foundry
- Leverage Azure for underlying infrastructure and cloud scalability
Resources & Community
- Join the Microsoft Foundry Discord for discussions and support
- Sign up for an Azure Free Trial to get started
- Hands-on MCP Lab Repository
- Catch up with on-demand content
Conclusion
Microsoft Foundry provides a robust foundation for building, orchestrating, and scaling AI multi-agent systems within the Azure ecosystem. Developers can leverage an array of tools and frameworks to create advanced, production-ready AI solutions.