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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
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
              Manage memory, state, and execution10–15%- Agent memory strategies
              • 1. Memory scoping and expiration rules
                • 2. Short-term vs long-term memory selection
                  - Cross-tool continuity
                  • 1. Prevent stale or conflicting context
                    • 2. Share state across tools and environments
                      - State persistence and drift control
                      • 1. Persist task progress as artifacts
                        • 2. Detect and correct context drift
                          Implement tool use and environment interaction20–25%- 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
                                  - MCP server configuration
                                  • 1. Configure registries and allow lists
                                    • 2. Add MCP servers to agents
                                      - Development environment integration
                                      • 1. Enable CI-based agent execution
                                        • 2. Scope agents to repositories or branches
                                          • 3. Enable autonomous actions (PRs, branches)
                                            Implement guardrails and accountability10–15%- Autonomy and risk levels
                                            • 1. Assign autonomy levels with compliance constraints
                                              • 2. Classify agent actions by risk
                                                - Guardrails and human-in-the-loop
                                                • 1. Enforce least-privilege execution
                                                  • 2. Require approvals for sensitive actions
                                                    Orchestrate multi-agent coordination15–20%- Lifecycle management
                                                    • 1. Add/replace/retire agents safely
                                                      - Observability and auditability
                                                      • 1. Document agent handoffs and decisions
                                                        • 2. Generate logs and artifacts for review
                                                          - 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. Define autonomy levels and guardrails
                                                                      • 3. Produce inspectable artifacts in GitHub
                                                                        - Integrate agents into SDLC workflows
                                                                        • 1. Define inputs, outputs, and success criteria
                                                                          • 2. Identify and mitigate agent anti-patterns
                                                                            • 3. Define agent steps in SDLC
                                                                              - Planning vs execution boundaries
                                                                              • 1. Separate planning and execution phases
                                                                                • 2. Prevent execution before approval
                                                                                  • 3. Validate structured agent plans

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. You have a GitHub Enterprise Cloud Organization that uses the GitHub Copilot coding agent.
                                                                                    Copilot creates a draft pull request for an assigned issue, and the pull request timeline shows Copilot started work.
                                                                                    After 70 minutes, the agent session log stops updating, and the pull request body status stops changing.
                                                                                    You need to restart the agent so that it continues the task from the issue context and produces new commits to the existing draft pull request.
                                                                                    What should you do?

                                                                                    A) Wait for the agent to complete.
                                                                                    B) Unassign the issue from Copilot, and then reassign the issue to Copilot.
                                                                                    C) Merge the draft pull request and mention @copilot on the merged pull request.
                                                                                    D) Select Approve and run workflows in the pull request merge box.


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


                                                                                    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. 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.


                                                                                    5. Hotspot Question
                                                                                    You have a GitHub repository that uses GitHub Actions to validate pull requests opened by the GitHub Copilot coding agent. The workflow runs unit tests and a linter on pull request triggers, and Copilot opens draft pull requests on dedicated branches while iterating by using commits.
                                                                                    You discover that when multiple Copilot sessions push updates to the same pull request branch in quick succession, multiple workflow runs execute concurrently.
                                                                                    You need to enable parallel workflow executions across different pull request branches.
                                                                                    How should you configure workflow-level concurrency? To answer, select the appropriate options in the answer area.
                                                                                    NOTE: Each correct selection is worth one point.


                                                                                    Solutions:

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

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