Microsoft GitHub Agentic AI Developer : GH-600

GH-600 real exams

Exam Code: GH-600

Exam Name: GitHub Agentic AI Developer

Updated: Aug 07, 2026

Q & A: 85 Questions and Answers

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Microsoft GH-600 Exam Syllabus Topics:

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

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. During a Copilot CLI session, an MCP tool call fails because the external service requires re- authentication. What is the most likely resolution path?

                                                                                    A) Run /compact to clear context
                                                                                    B) Switch to plan mode
                                                                                    C) Re-authenticate the MCP server connector
                                                                                    D) Run /diff to inspect changes


                                                                                    2. You have a GitHub repository.
                                                                                    Developers use the GitHub Copilot CLI and repository-scoped hooks under .github/hooks/*.json.
                                                                                    You need to allow the Copilot CLI to automatically run low-risk Bash commands. The solution must prevent the autonomous execution of high-risk commands, such as sudo, rm -rf /, and curl ... | bash.
                                                                                    What should you do?

                                                                                    A) Configure a preToolUse hook that returns permissionDecision: "deny".
                                                                                    B) Configure a sessionStart hook that prints a policy banner.
                                                                                    C) Add .github/hooks/logs/ to .gitignore.
                                                                                    D) Configure a userPromptSubmitted hook that logs prompts and exits nonzero.


                                                                                    3. Drag and Drop Question
                                                                                    Your company uses GitHub Copilot Enterprise.
                                                                                    Developers use GitHub Copilot agent mode in Microsoft Visual Studio Code on their laptops and Copilot Chat on github.com when they are away from their laptops.
                                                                                    When switching between environments, the developers notice that agent workflows lose continuity because the tools available in Visual Studio Code are unavailable on github.com.
                                                                                    You need to ensure that the agent tools and state are available consistently across environments and can be used from any device without local setup.
                                                                                    What should you do for each requirement? To answer, drag the appropriate actions to the correct requirements. Each action 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.


                                                                                    4. Hotspot Question
                                                                                    Your company uses GitHub Copilot custom agents in Microsoft Visual Studio Code.
                                                                                    The company also uses the Copilot coding agent on GitHub issues.
                                                                                    You have a file named .planner.agent.md that defines an agent named planner.planner has tools set to ['search', 'read', 'fetch']. There are explicit instructions NOT to write or modify any code. The file also defines a handoff labeled Start Implementation to an agent named implementer and sets send to false.
                                                                                    Developers report that after the planner agent produces a plan, implementation sometimes starts immediately in the same conversation, and code changes appear without an explicit agent switch.
                                                                                    When Copilot-created pull requests stall, maintainers review the pull request timeline and session logs. Several stalled sessions show outbound network commands blocked by a firewall, and the repositories do NOT contain a .github/copilot-instructions.md file.
                                                                                    For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                                                                                    NOTE: Each correct selection is worth one point.


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


                                                                                    Solutions:

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

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