Microsoft GH-600 : GitHub Agentic AI Developer

GH-600 real exams

Exam Code: GH-600

Exam Name: GitHub Agentic AI Developer

Updated: Aug 05, 2026

Q & A: 85 Questions and Answers

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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Implement guardrails and accountability10–15%- Ensure compliance, safety, and responsible use
- Add validation, review, and approval gates
- Log actions, decisions, and changes for audit
- Enforce least privilege and security boundaries
Topic 2: Perform evaluation, error analysis, and tuning15–20%- Diagnose failures, hallucinations, and unexpected behavior
- Test, validate, and compare agent results
- Define metrics and quality standards for outputs
- Optimize prompts, tools, and behavior through iteration
Topic 3: Manage memory, state, and execution10–15%- Handle execution flow, retries, and interruptions
- Implement memory cleanup and expiration rules
- Scope and persist agent state correctly
- Choose memory types: short-term, long-term, external
Topic 4: Prepare agent architecture and SDLC processes15–20%- Integrate agents into software development lifecycle
- Plan agent deployment, monitoring, and maintenance
- Design agent autonomy and decision boundaries
- Define agent purpose, scope, and success criteria
Topic 5: Implement tool use and environment interaction20–25%- Manage permissions and environment access
- Configure and extend GitHub Copilot agents
- Connect agents to codebase, APIs, and external systems
- Implement tools, custom actions, and MCP servers
Topic 6: Orchestrate multi-agent coordination15–20%- Prevent conflicts and manage shared resources
- Design workflows for multiple agents
- Define communication and handoff protocols
- Monitor and troubleshoot multi-agent execution

Microsoft GitHub Agentic AI Developer Sample Questions:

1. Case Study 1 - Contoso, Ltd
Overview
Contoso Ltd. is a software development company located in the United States.
Existing Environment
GitHub Environment
Contoso uses GitHub Enterprise and assigns GitHub Copilot Pro+ licenses to its developers. The developers use Microsoft Visual Studio Code as their IDE.
Contoso has a customer portal. The code for the portal is stored in a GitHub repository named repo1that contains the following:
- A custom agent named agent1 that includes instructions to review specs related to best practices
- A custom instruction file named validate-instructions.md that is used to validate tone of voice and applies to all .md and .txt files
- A custom instruction file named codereview.instructions.md that is used by the Copilot coding agent but is excluded for use by the Copilot code review repo1 has the following structure:
- The front-end is stored in the /frontend folder.
- The API logic is stored in the /api folder.
Contoso has a second repository named repo2 that contains a legacy .NET application named App1 built by using .NET 6. repo2 has a multi-agent workflow for modernization tasks.
Contoso enables the Model Context Protocol (MCP) registry and allows the Microsoft Learn MCP Server. Every developer must configure their own connection to the Learn MCP Server.
Problem Statements
The developers working in repo1 report that the Microsoft Learn documentation is NOT being retrieved when they attempt to validate a design by using agent1.
The testing team at Contoso identifies that the customer portal uses inconsistent UI styles, which leads to customer confusion and branding issues. The UI inconsistencies stem from variations in the folder structure.
Agent Logs
You have the following logs for the multi-agent workflow used in repo2.

Requirements
Planned Changes
Contoso plans to have all agents and developers in repo1use the Microsoft Learn MCP to ensure that reviews are validated by using the appropriate documentation. This must be implemented centrally.
Contoso plans to leverage AI-powered coding agents to implement new portal features and pages.
Technical Requirements
App1 must be upgraded to .NET 10. A previous upgrade attempt was started by using the Copilot modernization agent, but the attempt was never finalized.
You plan to retry the upgrade. You must first analyze App1 by using AI, and then generate a report that contains breaking changes and deprecated patterns before retrying the upgrade.
All AI-generated code for UI styling must adhere to a predefined folder structure.
The architects at Contoso need help building implementation plans for repo1. The company wants to implement a new agent named agent2 to analyze the code base and the code requirements, and then respond with a detailed plan. The agent must NOT be able to edit files or run local commands.
The developers must be able to delegate work to the Copilot coding agent by assigning issues to the agent.
Hotspot Question
You are evaluating the logs of the multi-agent workflow in repo2.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.


2. You need finer control, selecting specific files and describing precise natural-language changes to apply, rather than letting the agent decide the full scope of changes. Which Copilot Chat mode should you use?

A) Edit mode
B) Plan mode
C) Agent mode
D) Ask mode


3. You have a GitHub Enterprise organization that has Copilot memory enabled.
You create a new repository.
What are two ways that memories will be deleted from the repository? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A) when the code that created the memory is deleted
B) manually by repository members
C) when the repository is archived
D) when pull requests are merged
E) automatically after 28 days


4. You are running the GitHub Copilot CLI and want the agent to execute file edits and shell commands without prompting for confirmation on each individual action, during a trusted throwaway sandbox session. Which flag/command should you use?

A) --agent=Task
B) /context
C) /compact
D) --allow-all


5. You have a GitHub repository that contains an agent named Orchestrator.Orchestrator delegates work to the following specialized subagents:
- Planner reviews issues and creates a plan of action.
- Implementer writes code based on the plan of action.
- Reviewer reviews the code.
You create a new agent named Summarizer that produces a concise summary of the work performed by the other agents.
You need to ensure that Orchestrator can invoke Summarizer as part of its workflow.
What should you do?

A) In the YAML frontmatter of the Orchestrator agent, add Summarizer to the tools list.
B) In the YAML frontmatter of the Reviewer agent, add Summarizer to the agents list.
C) In the YAML frontmatter of the Reviewer agent, add a handoffs entry that points to the Summarizer agent.
D) In the YAML frontmatter of the Orchestrator agent, add Summarizer to the agents list.


Solutions:

Question # 1
Answer: Only visible for members
Question # 2
Answer: A
Question # 3
Answer: B,E
Question # 4
Answer: D
Question # 5
Answer: D

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