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AI-300 Genaiops Infrastructure Practice Question

An agent orchestration system is timing out because it waits too long for tool output. How can you optimize the infrastructure handling of tool calls?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Implement 'Asynchronous' execution patterns for long-running tools.

Implementing tool-specific timeouts within the agent definition helps prevent long-running tasks from stalling the overall orchestration chain.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Increase the 'CPU count' on the hosting server.

    Why it's wrong here

    Managed agents run on serverless infrastructure; you cannot scale CPU directly.

  • Implement 'Asynchronous' execution patterns for long-running tools.

    Why this is correct

    Asynchrony prevents blocking the main orchestration thread.

  • Increase the 'Global Timeout' for the entire agent.

    Why it's wrong here

    This masks the issue rather than optimizing individual tool performance.

  • Reduce the 'System Prompt' size.

    Why it's wrong here

    Prompt size does not impact tool execution time.

About these practice questions

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

This AI-300 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-300 exam.