Free Microsoft AI-500 Exam Questions

Absolute Free AI-500 Exam Practice for Comprehensive Preparation 

  • Microsoft AI-500 Exam Questions
  • Provided By: Microsoft
  • Exam: Designing and Implementing Multi-Agent AI Solutions
  • Certification: Microsoft Certified Multi-Agent AI Solutions Expert
  • Total Questions: 73
  • Updated On: Oct 12, 2026
  • Rated: 4.9 |
  • Online Users: 146
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  • Question 1
    • You need to implement an advanced prompt engineering strategy to resolve the Patient Intake agent issues.The solution must prevent hardcoding new logic into the agent ' s core prompt.What should you do?

      Answer: C
  • Question 2
    • You have a Microsoft Foundry multi-agent solution that includes a orchestrator and agents named Agent1 andAgent2. The solution has the following characteristics:• The orchestrator routes tasks to both agents.• The agents invoice Model Context Protocol (MCP)-hosted tools.• Agent? sends model-generated JSON parameters directly to tool endpoints.• The agents use a shared managed identity that has contributor access to the resource group that contains thetool-backed Azure resources.You need to implement a guardrail strategy for tool calls. The solution must meet the following requirements:• Prevent invalid or out-of-range tool parameters from reaching the tool endpoints.• Scope each agent ' s permissions to its assigned tools• Limit Agent? to refund-processing tools only.• Log tool invocations for audit purposes.What should you do?

      Answer: D
  • Question 3
    • You have a multi-agent Retrieval-Augmented Generation (RAG) solution that uses a Foundry IQ knowledgebase. The solution includes a support agent and a policy agent.You have an evaluation dataset that contains the following for each user query• The expected source IDs• Retrieved chunks in rank order• The final agent responseYou discover that an embedding model change and a custom analyzer change cause the failed traces shown inthe following table.You need to isolate the failing parts of the RAG pipeline.Which evaluator should you use for each agent? To answer, drag the appropriate evaluators to the correctagents. Each evaluator may be used once, more than once, or not at all. You may need to drag the split barbetween panes or scroll to view contentNOTE: Each correct selection is worth one point.Please review the explanation below to find the correct answer.Do you know the answer?

      Answer: A
  • Question 4
    • You have a Microsoft Agent Framework multi-agent workflow. The workflow includes a context providerthat injects a condensed memory summary into each agent invocation. Requirements and acceptance criteriaare stored in GitHub issues.During a long-running workflow, the acceptance criteria changes. Later agents sometimes apply the earliercriteria. Token telemetry shows condensed summaries grow across handoffs. causing older content to betruncated.You need to ensure that the later agents use the current requirements. The solution must limit context windowgrowth.What should you do?

      Answer: C
  • Question 5
    • You have a Microsoft Foundry multi-agent solution that includes the following agents:• An orchestrator agent• A supplier worker agent that runs the APIs of external suppliers• A finance worker agent that has confidential enterprise resource planning {ERP) accessYou need to implement resource access boundaries that meet the following requirements:• Limit the blast radius if a worker agent is compromised.• Allow each agent to access only its required downstream resources.What should you configure? To answer, select the appropriate options in the answer area. NOTE: Eachcorrect selection is worth one point.Please review the explanation below to find the correct answer.Do you know the answer?

      Answer: A
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