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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Implement guardrails and accountability10–15%- Autonomy and risk levels
  • 1. Classify agent actions by risk
    • 2. Assign autonomy levels with compliance constraints
      - Guardrails and human-in-the-loop
      • 1. Enforce least-privilege execution
        • 2. Require approvals for sensitive actions
          Orchestrate multi-agent coordination15–20%- Multi-agent workflows
          • 1. Resolve conflicts and overlaps
            • 2. Coordinate parallel agent execution
              - 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
                        Evaluation, error analysis, and tuning15–20%- Tuning agent behavior
                        • 1. Optimize memory usage and constraints
                          • 2. Refine prompts, tools, and workflows
                            - Define evaluation criteria
                            • 1. Define success metrics and constraints
                              • 2. Generate automated evaluation signals
                                - Failure analysis
                                • 1. Analyze logs, traces, and artifacts
                                  • 2. Classify reasoning, tool, and context errors
                                    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. Separate planning and execution phases
                                            • 2. Validate structured agent plans
                                              • 3. Prevent execution before approval
                                                - 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
                                                      Implement tool use and environment interaction20–25%- MCP server configuration
                                                      • 1. Configure registries and allow lists
                                                        • 2. Add MCP servers to agents
                                                          - Safe execution and error handling
                                                          • 1. Retries and rollback strategies
                                                            • 2. Escalation paths and traceability
                                                              - Development environment integration
                                                              • 1. Scope agents to repositories or branches
                                                                • 2. Enable autonomous actions (PRs, branches)
                                                                  • 3. Enable CI-based agent execution
                                                                    - Agent tool configuration
                                                                    • 1. Configure tool permissions and scope
                                                                      • 2. Select and configure tools
                                                                        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

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. You have a multi-agent GitHub Actions workflow that uploads review artifacts for each run.
                                                                                    You discover that some workflow run artifacts are being deleted manually.
                                                                                    You need to use your organization's audit log data to identify which user deleted the artifacts.
                                                                                    Which audit log search filter should you use?

                                                                                    A) action:artifact.destroy
                                                                                    B) operation:remove
                                                                                    C) action:workflows.run
                                                                                    D) repo:<org>/<repo>


                                                                                    2. You use a GitHub Actions workflow to orchestrate a multi-agent draft-review process for pull requests. The workflow uploads a single combined review-package artifact at the end of each run.
                                                                                    You discover that the review-package artifact is occasionally missing from the workflow run history, and you suspect that a user deleted it.
                                                                                    You need to identify which user manually deleted a workflow run artifact and when the deletion occurred.
                                                                                    What should you use?

                                                                                    A) the artifact.destroy audit log event
                                                                                    B) the merge commit history
                                                                                    C) the pull request description and comment history
                                                                                    D) the checks.delete_logs audit log event


                                                                                    3. 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) .copilotignore
                                                                                    C) CODEOWNERS
                                                                                    D) Tool/terminal invocation permissions in agent mode


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


                                                                                    5. You have multiple GitHub Copilot coding agents that run tasks concurrently.
                                                                                    You live stream the session log output and see the following.

                                                                                    What is a possible cause of the error?

                                                                                    A) a postToolUse hook
                                                                                    B) a Copilot firewall policy
                                                                                    C) a preToolUse hook
                                                                                    D) a GitHub app installation policy


                                                                                    Solutions:

                                                                                    Question # 1
                                                                                    Answer: A
                                                                                    Question # 2
                                                                                    Answer: A
                                                                                    Question # 3
                                                                                    Answer: D
                                                                                    Question # 4
                                                                                    Answer: B
                                                                                    Question # 5
                                                                                    Answer: C

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