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Library / Artificial Intelligence

Ace Microsoft AI-500 Multi-Agent AI Solutions Mock Exams

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About this course

Prepare for Microsoft Exam AI-500: Designing and Implementing Multi-Agent AI Solutions, which leads to the Microsoft Certified: Multi-Agent AI Solutions Expert certification. These full-length, timed mock exams are built on Microsoft's official study guide (skills measured as of June 30, 2026) and the latest Microsoft Learn documentation.

Every question is a realistic design or troubleshooting scenario: "A team needs X — what should you configure?

" Every answer option is explained, and every question is tagged with its official exam objective.

WHAT'S INSIDE

  • 5 full mock exams (250 original questions), each 50 questions in 120 minutes
  • Questions weighted like the official study guide: Architect ~18%, Develop ~34%, Evaluate/optimize/monitor ~24%, Secure/govern/deploy ~24%
  • A mix of single-answer and multiple-select questions, plus a multi-question case study in every mock
  • Every answer option explained: why the right answer is right and why each distractor is wrong
  • Randomised question and answer order, so you learn the concepts rather than memorising positions
  • Each mock independently fact-checked against Microsoft's primary documentationTOPICS COVERED (OFFICIAL STUDY GUIDE)1. Architect multi-agent solutions: orchestration patterns, agents vs workflows, human-in-the-loop, memory design, model router, MCP vs A2A, Entra Agent ID, Standard agent setup, hosted vs prompt agents, observability and developer tools2. Develop multi-agent solutions: prompt engineering, fine-tuning (SFT, DPO, RFT), compaction, Foundry memory, Azure AI Search hybrid and agentic retrieval, function calling, MCP servers on Azure Functions, Logic Apps and API Management, Toolbox, A2A, Agent Framework orchestrations, checkpoints, middleware, caching, LangGraph and Hugging Face3.

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