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Updated: Aug 06, 2026

No. of Questions: 85 Questions & Answers with Testing Engine

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GH-600 Online Engine

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GH-600 Self Test Engine

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GH-600 Practice Q&A's

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Microsoft GH-600 Exam Overview:

Certification Vendor:GitHub
Exam Name:GitHub Certified: Agentic AI Developer
Exam Number:GH-600
Exam Format:Proctored Exam, Scenario-based Questions, Interactive Exam Components
Available Languages:English
Exam Duration:120 minutes
Related Certifications:GitHub Certified Foundations
GitHub Actions
GitHub Advanced Security
GitHub Copilot
Certificate Validity Period:24 months
Sample Questions:Microsoft GH-600 Sample Questions
Exam Way:Pearson VUE testing center or online proctored exam.
Pre Condition:No formal prerequisites. Candidates should have experience with SDLC workflows, GitHub controls, GitHub Copilot, MCP servers, agent customization, code quality, security, and review practices.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/agentic-ai-developer/

Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare agent architecture and SDLC processes15-20%- Integrate agents into the software development lifecycle
  • 1. Define inputs, outputs, and success criteria
  • 2. Identify and mitigate agent anti-patterns
  • 3. Identify steps for agents to perform
- Define boundaries between planning, reasoning, and action
  • 1. Configure structured plans
  • 2. Validate and approve plans before execution
  • 3. Separate planning from execution
- Configure observability and control
  • 1. Generate inspectable artifacts
  • 2. Enable human intervention when required
  • 3. Implement autonomy levels and guardrails
Topic 2: Manage memory, state, and execution10-15%- Manage context and memory
  • 1. Handle long-running execution
  • 2. Maintain agent state
- Control execution flow
  • 1. Monitor execution lifecycle
  • 2. Recover from interruptions and failures
Topic 3: Orchestrate multi-agent coordination15-20%- Coordinate multiple agents
  • 1. Design multi-agent workflows
  • 2. Manage communication and task delegation
- Ensure safe collaboration
  • 1. Prevent conflicts and unsafe actions
  • 2. Coordinate execution across agents
Topic 4: Perform evaluation, error analysis, and tuning15-20%- Improve agent behavior
  • 1. Tune prompts, tools, and configurations
  • 2. Perform error analysis
- Evaluate agent performance
  • 1. Measure outcomes and quality
  • 2. Analyze scans, logs, and artifacts
Topic 5: Implement tool use and environment interaction20-25%- Manage execution environments
  • 1. Control access to resources and services
  • 2. Configure environments for agents
- Select and configure agent tools
  • 1. Configure tools and permissions
  • 2. Identify required tools
Topic 6: Implement guardrails and accountability10-15%- Ensure accountability
  • 1. Establish human-in-the-loop processes
  • 2. Track actions and decisions
- Implement governance controls
  • 1. Apply security and compliance requirements
  • 2. Configure approval workflows

Microsoft GitHub Agentic AI Developer Sample Questions:

1. You are debugging an agentic workflow that intermittently fails specific tool calls with rate-limit errors when connecting to an internal MCP server. What is the most direct remediation?

A) Run /clear
B) Add a CODEOWNERS entry
C) Increase the MCP server's configured rate limits/quota
D) Switch to --allow-all


2. You are architecting an agentic AI system and need the agent's tool-calling behavior to be constrained so it can only call a specific allow-listed set of MCP tools, never arbitrary ones. What should you configure?

A) .copilotignore
B) Tool/server allow-list in the MCP client configuration
C) /usage
D) Repository ruleset


3. You use a GitHub Actions workflow to orchestrate a multi-agent draft-review process for pull requests. The workflow uploads a single combined review-package artifact at the end of each run.
You discover that the review-package artifact is occasionally missing from the workflow run history, and you suspect that a user deleted it.
You need to identify which user manually deleted a workflow run artifact and when the deletion occurred.
What should you use?

A) the artifact.destroy audit log event
B) the merge commit history
C) the pull request description and comment history
D) the checks.delete_logs audit log event


4. You want to prevent GitHub Copilot from ever suggesting completions or making edits inside a directory containing sensitive credentials templates. What should you configure?

A) A .copilotignore file
B) A CODEOWNERS file
C) A repository ruleset
D) Branch protection rules


5. A developer uses the GitHub Copilot CLI in plan mode.
Copilot produces a plan.
What does Copilot do next?

A) creates a branch named /copilot/plan in the repository
B) saves the plan to plan.md
C) opens a pull request that has the plan as a comment
D) begins the implementation


Solutions:

Question # 1
Answer: C
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: A
Question # 5
Answer: B

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Frequently Asked Questions

What products does Exam-Killer offer?

Test Engine: GH-600 study test engine can be downloaded and run on your own devices. Practice the test on the interactive & simulated environment.
PDF (duplicate of the test engine): the contents are the same as the test engine, support printing.

How long can I get the GH-600 products after purchase?

You will receive an email attached with the GH-600 study material within 5-10 minutes, and then you can instantly download it for study. If you do not get the study material after purchase, please contact us with email immediately.

How often do you release your GH-600 products updates?

All the products are updated frequently but not on a fixed date. Our professional team pays a great attention to the exam updates and they always upgrade the content accordingly.

Are your study material updated free? How to get?

Yes, you will enjoy one year free update after purchase. If there is any update, our system will automatically send the updated study material to your payment email.

How does your Testing Engine works?

Once download and installed on your PC, you can practice GH-600 test questions, review your questions & answers using two different options 'practice exam' and 'virtual exam'.
Virtual Exam - test yourself with exam questions with a time limit.
Practice Exam - review exam questions one by one, see correct answers.

What's the applicable operating system of the GH-600 test engine?

Online Test Engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
Online Test Engine supports offline practice, while the precondition is that you should run it with the internet at the first time.
Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
PDF Version: can be read under the Adobe reader, or many other free readers, including OpenOffice, Foxit Reader and Google Docs.

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We offer some discounts to our customers. There is no limit to some special discount. You can check regularly of our site to get the coupons.

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Yes. We have the money back guarantee in case of failure by our products. The process of money back is very simple: you just need to show us your failure score report within 60 days from the date of purchase of the exam. We will then verify the authenticity of documents submitted and arrange the refund after receiving the email and confirmation process. The money will be back to your payment account within 7 days.

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