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Microsoft GH-600 real answers - GitHub Agentic AI Developer

GH-600
  • Exam Code: GH-600
  • Exam Name: GitHub Agentic AI Developer
  • Updated: Aug 14, 2026
  • Q & A: 85 Questions and Answers
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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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. Memory scoping and expiration rules
        • 2. Short-term vs long-term memory selection
          - Cross-tool continuity
          • 1. Share state across tools and environments
            • 2. Prevent stale or conflicting context
              Topic 2: Implement tool use and environment interaction20–25%- Agent tool configuration
              • 1. Configure tool permissions and scope
                • 2. Select and configure tools
                  - Safe execution and error handling
                  • 1. Escalation paths and traceability
                    • 2. Retries and rollback strategies
                      - MCP server configuration
                      • 1. Configure registries and allow lists
                        • 2. Add MCP servers to agents
                          - Development environment integration
                          • 1. Scope agents to repositories or branches
                            • 2. Enable CI-based agent execution
                              • 3. Enable autonomous actions (PRs, branches)
                                Topic 3: Evaluation, error analysis, and tuning15–20%- Failure analysis
                                • 1. Analyze logs, traces, and artifacts
                                  • 2. Classify reasoning, tool, and context errors
                                    - 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
                                            Topic 4: 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. Classify agent actions by risk
                                                  • 2. Assign autonomy levels with compliance constraints
                                                    Topic 5: Prepare agent architecture and SDLC processes15–20%- 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. Define agent steps in SDLC
                                                            • 2. Identify and mitigate agent anti-patterns
                                                              • 3. Define inputs, outputs, and success criteria
                                                                - Observability and control
                                                                • 1. Define autonomy levels and guardrails
                                                                  • 2. Enable human-in-the-loop controls
                                                                    • 3. Produce inspectable artifacts in GitHub
                                                                      Topic 6: Orchestrate multi-agent coordination15–20%- Failure handling and recovery
                                                                      • 1. Implement rollback and recovery patterns
                                                                        • 2. Detect stalled or degraded agents
                                                                          - Lifecycle management
                                                                          • 1. Add/replace/retire agents safely
                                                                            - Multi-agent workflows
                                                                            • 1. Coordinate parallel agent execution
                                                                              • 2. Resolve conflicts and overlaps
                                                                                - Observability and auditability
                                                                                • 1. Generate logs and artifacts for review
                                                                                  • 2. Document agent handoffs and decisions

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. 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 userPromptSubmitted hook that logs prompts and exits nonzero.
                                                                                    C) Configure a sessionStart hook that prints a policy banner.
                                                                                    D) Add .github/hooks/logs/ to .gitignore.


                                                                                    2. You have a GitHub Copilot coding agent named CodeAgent. The .agent.md file of CodeAgent contains the following YAML frontmatter.
                                                                                    ---
                                                                                    name: CodeAgent
                                                                                    description: Performs repository analysis and code review tasks.
                                                                                    tools: ['edit', 'execute', 'read', 'search']
                                                                                    ---
                                                                                    You need to issue a GitHub Copilot CLI command that preserves execution velocity for read-only tasks by eliminating approval prompts for low-risk tools. The solution must ensure that high-risk tools that can make changes remain available but still require explicit user approval before running.
                                                                                    Which command should you run?

                                                                                    A) copilot agent run CodeAgent --allow-all-tools
                                                                                    B) copilot agent run CodeAgent
                                                                                    C) copilot agent run CodeAgent --allow-tool 'read,search' --deny-tool 'edit,execute'
                                                                                    D) copilot agent run CodeAgent --deny-tool 'edit,execute'
                                                                                    E) copilot agent run CodeAgent --allow-tool 'read,search'


                                                                                    3. You assigned an issue to the Copilot coding agent, and it opened a pull request. You want to inspect exactly what code changes were made before merging. Which CLI slash command lets you view the change set directly in the terminal?

                                                                                    A) /context
                                                                                    B) /compact
                                                                                    C) /plan
                                                                                    D) /diff


                                                                                    4. You have a GitHub Enterprise repository.
                                                                                    An agent opens pull requests to the main branch.
                                                                                    You need to ensure that changes to .github/workflows/* and /infra/* require approval from designated reviewers before merge.
                                                                                    What should you configure?

                                                                                    A) a ruleset and an agents.md file
                                                                                    B) a branch protection rule and copilot-instructions.md
                                                                                    C) a branch protection rule and a CODEOWNERS file
                                                                                    D) a ruleset and a .copilotignore file


                                                                                    5. Hotspot Question
                                                                                    You have a GitHub repository that uses the GitHub Copilot coding agent to resolve issues and create draft pull requests.
                                                                                    You assign an issue to Copilot. Copilot creates a draft pull request. The pull request timeline shows Copilot started work, followed by status updates. The most recent status update is 55 minutes old.
                                                                                    You discover that the agent is no longer making progress.
                                                                                    You need to ensure that the work resumes without redoing the completed steps or changing the previously chosen approach.
                                                                                    What should you do? To answer, select the appropriate options in the answer area.
                                                                                    NOTE: Each correct selection is worth one point.


                                                                                    Solutions:

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

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