Microsoft GH-600 Q&A - in .pdf

  • GH-600 pdf
  • Exam Code: GH-600
  • Exam Name: GitHub Agentic AI Developer
  • Updated: Aug 16, 2026
  • Q & A: 85 Questions and Answers
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  • Exam Code: GH-600
  • Exam Name: GitHub Agentic AI Developer
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Microsoft GH-600 Q&A - Testing Engine

  • GH-600 Testing Engine
  • Exam Code: GH-600
  • Exam Name: GitHub Agentic AI Developer
  • Updated: Aug 16, 2026
  • Q & A: 85 Questions and Answers
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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Manage memory, state, and execution10–15%- State persistence and drift control
  • 1. Detect and correct context drift
    • 2. Persist task progress as artifacts
      - Agent memory strategies
      • 1. Short-term vs long-term memory selection
        • 2. Memory scoping and expiration rules
          - Cross-tool continuity
          • 1. Share state across tools and environments
            • 2. Prevent stale or conflicting context
              Implement tool use and environment interaction20–25%- MCP server configuration
              • 1. Add MCP servers to agents
                • 2. Configure registries and allow lists
                  - Agent tool configuration
                  • 1. Select and configure tools
                    • 2. Configure tool permissions and scope
                      - Safe execution and error handling
                      • 1. Retries and rollback strategies
                        • 2. Escalation paths and traceability
                          - Development environment integration
                          • 1. Enable CI-based agent execution
                            • 2. Enable autonomous actions (PRs, branches)
                              • 3. Scope agents to repositories or branches
                                Prepare agent architecture and SDLC processes15–20%- Observability and control
                                • 1. Define autonomy levels and guardrails
                                  • 2. Enable human-in-the-loop controls
                                    • 3. Produce inspectable artifacts in GitHub
                                      - Planning vs execution boundaries
                                      • 1. Validate structured agent plans
                                        • 2. Prevent execution before approval
                                          • 3. Separate planning and execution phases
                                            - Integrate agents into SDLC workflows
                                            • 1. Define agent steps in SDLC
                                              • 2. Define inputs, outputs, and success criteria
                                                • 3. Identify and mitigate agent anti-patterns
                                                  Orchestrate multi-agent coordination15–20%- Failure handling and recovery
                                                  • 1. Implement rollback and recovery patterns
                                                    • 2. Detect stalled or degraded agents
                                                      - Observability and auditability
                                                      • 1. Document agent handoffs and decisions
                                                        • 2. Generate logs and artifacts for review
                                                          - Lifecycle management
                                                          • 1. Add/replace/retire agents safely
                                                            - Multi-agent workflows
                                                            • 1. Coordinate parallel agent execution
                                                              • 2. Resolve conflicts and overlaps
                                                                Evaluation, error analysis, and tuning15–20%- Failure analysis
                                                                • 1. Classify reasoning, tool, and context errors
                                                                  • 2. Analyze logs, traces, and artifacts
                                                                    - Define evaluation criteria
                                                                    • 1. Generate automated evaluation signals
                                                                      • 2. Define success metrics and constraints
                                                                        - Tuning agent behavior
                                                                        • 1. Refine prompts, tools, and workflows
                                                                          • 2. Optimize memory usage and constraints
                                                                            Implement guardrails and accountability10–15%- Guardrails and human-in-the-loop
                                                                            • 1. Enforce least-privilege execution
                                                                              • 2. Require approvals for sensitive actions
                                                                                - Autonomy and risk levels
                                                                                • 1. Assign autonomy levels with compliance constraints
                                                                                  • 2. Classify agent actions by risk

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. You are using GitHub Copilot Chat's agent mode in VS Code and want it to autonomously use tools (terminal, file edits, tests) to complete a multi-step task, checking in with you between major steps. What is this interaction mode called?

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


                                                                                    2. You are about to start a complex refactoring task in the GitHub Copilot CLI.
                                                                                    Before Copilot makes any changes, you need to review and agree on the approach.
                                                                                    What should you do first?

                                                                                    A) From the Copilot CLI, run the /compact command.
                                                                                    B) Start the Copilot CLI and specify the --agent=Task parameter.
                                                                                    C) Start the Copilot CLI and specify the --allow-all parameter.
                                                                                    D) From the Copilot CLI, switch to plan mode.


                                                                                    3. Hotspot Question
                                                                                    Your company uses Microsoft Visual Studio Code and GitHub Copilot Chat.
                                                                                    You have a GitHub repository that uses main as the default branch. The repository contains a workspace custom agent stored at .github/agents/release-notes.agent.md.
                                                                                    A developer switches to a branch named branch1 where the agent file does NOT exist. In the same session, the developer switches to a user profile named profile1.profile1 contains a custom agent file named release-notes.agent.md that has user-invokable set to false.
                                                                                    For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                                                                                    NOTE: Each correct selection is worth one point.


                                                                                    4. Drag and Drop Question
                                                                                    You have a GitHub repository that uses the GitHub Copilot CLI to run autonomous tasks.
                                                                                    You need to validate each generated command before it runs. Any commands that attempt to modify paths outside the repository must be blocked.
                                                                                    How should you complete the YAML? To answer, drag the appropriate values to the correct targets. Each value 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.


                                                                                    5. You have a GitHub Enterprise repository that uses the GitHub Copilot coding agent and opens draft pull requests for assigned issues.
                                                                                    Evaluation results show that the agent repeatedly opens pull requests that modify .github/workflows/*.yml to bypass failing checks instead of fixing the underlying code.
                                                                                    You need to ensure that the agent fixes the underlying code instead of bypassing the failing checks.
                                                                                    What should you do?

                                                                                    A) Start the GitHub Copilot CLI by using --allow-all.
                                                                                    B) Disable GitHub Actions workflows for pull requests created by the agent.
                                                                                    C) Create a branch ruleset.
                                                                                    D) Update .github/copilot-instructions.md.


                                                                                    Solutions:

                                                                                    Question # 1
                                                                                    Answer: A
                                                                                    Question # 2
                                                                                    Answer: D
                                                                                    Question # 3
                                                                                    Answer: Only visible for members
                                                                                    Question # 4
                                                                                    Answer: Only visible for members
                                                                                    Question # 5
                                                                                    Answer: C

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