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Microsoft GH-600 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Perform evaluation, error analysis, and tuning | 15–20% | - Optimize prompts, tools, and behavior through iteration - Test, validate, and compare agent results - Define metrics and quality standards for outputs - Diagnose failures, hallucinations, and unexpected behavior |
| Topic 2: Implement guardrails and accountability | 10–15% | - Add validation, review, and approval gates - Enforce least privilege and security boundaries - Ensure compliance, safety, and responsible use - Log actions, decisions, and changes for audit |
| Topic 3: Implement tool use and environment interaction | 20–25% | - Implement tools, custom actions, and MCP servers - Configure and extend GitHub Copilot agents - Manage permissions and environment access - Connect agents to codebase, APIs, and external systems |
| Topic 4: Prepare agent architecture and SDLC processes | 15–20% | - Define agent purpose, scope, and success criteria - Plan agent deployment, monitoring, and maintenance - Design agent autonomy and decision boundaries - Integrate agents into software development lifecycle |
| Topic 5: Orchestrate multi-agent coordination | 15–20% | - Monitor and troubleshoot multi-agent execution - Define communication and handoff protocols - Prevent conflicts and manage shared resources - Design workflows for multiple agents |
| Topic 6: Manage memory, state, and execution | 10–15% | - Implement memory cleanup and expiration rules - Scope and persist agent state correctly - Handle execution flow, retries, and interruptions - Choose memory types: short-term, long-term, external |
Microsoft GitHub Agentic AI Developer Sample Questions:
1. An enterprise administrator wants to audit which repositories have had Copilot coding agent- created pull requests over the last 30 days. Where should the administrator look?
A) Organization audit log
B) copilot-setup-steps.yml
C) .copilotignore file
D) MCP server logs
2. You have a GitHub Enterprise Cloud repository that uses the GitHub Copilot coding agent.
Engineers assign issues to Copilot, and Copilot creates draft pull requests. The engineers start tasks either by assigning issues on github.com or by using GitHub Copilot Chat in an IDE.
Reviewers request updates by leaving pull request comments.
You discover that sometimes, Copilot uses outdated requirements after a reviewer posts an updated instruction in a pull request comment, and, in several cases, Copilot fails to resume work from the comment.
You need to ensure that iteration requests are applied to the correct pull request session and are processed consistently.
What should you do?
A) Start a new task from Copilot Chat in the IDE. Instruct the reviewer to mention @github in the task comments.
B) Ensure that the agent has write access to the repository. Instruct the reviewer to unassign and reassign the original issue to Copilot.
C) Ensure that the reviewer has write access to the repository. Instruct the reviewer to mention
@copilot in the pull request comments.
D) Ensure that the agent has write access to the repository. Instruct the reviewer to mention @github in the task comments.
3. Hotspot Question
You have a GitHub Enterprise organization that uses GitHub Copilot.
You discover that GitHub Copilot Chat responses in Microsoft Visual Studio Code are influenced by earlier, unrelated troubleshooting prompts from the same conversation.
You need to ensure that the Copilot Chat conversation context is limited to information relevant to the current work item. The solution must minimize effort.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
4. While using agent mode in VS Code, you want Copilot to run a specific test suite as a validation step after making changes, without manually invoking the terminal each time. What feature enables this?
A) MCP server integration
B) Tool/terminal invocation permissions in agent mode
C) CODEOWNERS
D) .copilotignore
5. Drag and Drop Question
You have a GitHub Enterprise Cloud Organization that uses the GitHub Copilot coding agent to resolve issues asynchronously.
When an issue is assigned to GitHub Copilot, the agent creates a draft pull request, but your team cannot always tell whether the agent is actively working, has completed its session, or is awaiting workflow approval.
Which execution context does each signal indicate? To answer, drag the appropriate context to the correct signals. Each signal may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: Only visible for members | Question # 4 Answer: B | Question # 5 Answer: Only visible for members |






