Microsoft Designing and Implementing Multi-Agent AI Solutions : AI-500

AI-500 real exams

Exam Code: AI-500

Exam Name: Designing and Implementing Multi-Agent AI Solutions

Updated: Aug 27, 2026

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Microsoft AI-500 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Develop multi-agent solutions in Azure30–35%- Manage state and memory
  • 1. Configure short-term and long-term memory
    • 2. Use frameworks like Microsoft Agent Framework and MCP
      • 3. Handle multi-turn conversations
        - Implement agents using Azure AI services
        • 1. Integrate tools, plugins, and APIs
          • 2. Build agents with Azure AI Agent Service
            • 3. Orchestrate workflows with Azure AI Foundry
              Topic 2: Secure, govern, and deploy multi-agent solutions20–25%- Apply security and compliance
              • 1. Configure authentication and access control
                • 2. Enforce data protection and privacy
                  • 3. Manage governance and audit requirements
                    - Deploy and maintain solutions
                    • 1. Implement versioning and update strategies
                      • 2. Manage lifecycle and retirement
                        • 3. Deploy agents to production environments
                          Topic 3: Architect multi-agent solutions15–20%- Design workflow and tool integration
                          • 1. Plan tool ecosystems and permissions
                            • 2. Apply responsible AI principles
                              • 3. Incorporate human-in-the-loop oversight
                                - Design logical architecture for multi-agent systems
                                • 1. Specify autonomy levels and guardrails
                                  • 2. Define agent patterns and roles
                                    • 3. Design agent communication and handoff protocols
                                      Topic 4: Evaluate, optimize, and monitor multi-agent solutions20–25%- Implement observability
                                      • 1. Enable logging and tracing
                                        • 2. Monitor agent interactions and outcomes
                                          • 3. Use Azure-native monitoring tools
                                            - Assess performance and reliability
                                            • 1. Define and measure success metrics
                                              • 2. Diagnose failures and bottlenecks
                                                • 3. Optimize latency and scalability
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