These are AI agent questions of the kind Microsoft actually asks — the patterns reported from Microsoft's AI-engineering rounds, where design trade-offs, scale and failure modes matter as much as definitions. Treat this page as a mock interview: say every answer out loud before revealing it. If one surprises you, the lesson behind it is linked at the bottom.
Microsoft AI agent concept questions
Explain how you would implement human approval before an agent performs a sensitive action, and why the implementation details matter.
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An agent with access to a user's email and calendar reads a message containing hidden instructions. Walk through the attack and your defence.
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What is MCP, and how does it relate to agent frameworks and tool calling?
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Microsoft AI agent applied & hands-on questions
Design the state for a LangGraph support agent and explain the reducer choice for each field — including the mistake that silently breaks agents.
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How to use this page: Microsoft rarely asks something you've never seen — they ask a standard AI agent concept and then push one level deeper ("why?", "what would you do if..."). Master the concept in the AI agent course lessons, and the follow-up stops being scary.
Keep practising: What Are AI Agents?, Tool Calling, LangGraph and Agent Safety cover what most Microsoft AI agent rounds test.