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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Evaluation, error analysis, and tuning15–20%- Define evaluation criteria
  • 1. Define success metrics and constraints
    • 2. Generate automated evaluation signals
      - Tuning agent behavior
      • 1. Refine prompts, tools, and workflows
        • 2. Optimize memory usage and constraints
          - Failure analysis
          • 1. Analyze logs, traces, and artifacts
            • 2. Classify reasoning, tool, and context errors
              Topic 2: Implement tool use and environment interaction20–25%- Safe execution and error handling
              • 1. Retries and rollback strategies
                • 2. Escalation paths and traceability
                  - Development environment integration
                  • 1. Enable autonomous actions (PRs, branches)
                    • 2. Scope agents to repositories or branches
                      • 3. Enable CI-based agent execution
                        - Agent tool configuration
                        • 1. Configure tool permissions and scope
                          • 2. Select and configure tools
                            - MCP server configuration
                            • 1. Add MCP servers to agents
                              • 2. Configure registries and allow lists
                                Topic 3: 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. Require approvals for sensitive actions
                                      • 2. Enforce least-privilege execution
                                        Topic 4: 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. Resolve conflicts and overlaps
                                                • 2. Coordinate parallel agent execution
                                                  - Failure handling and recovery
                                                  • 1. Detect stalled or degraded agents
                                                    • 2. Implement rollback and recovery patterns
                                                      Topic 5: Manage memory, state, and execution10–15%- State persistence and drift control
                                                      • 1. Persist task progress as artifacts
                                                        • 2. Detect and correct context drift
                                                          - 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
                                                                  Topic 6: Prepare agent architecture and SDLC processes15–20%- 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. Define inputs, outputs, and success criteria
                                                                          • 2. Define agent steps in SDLC
                                                                            • 3. Identify and mitigate agent anti-patterns
                                                                              - Observability and control
                                                                              • 1. Produce inspectable artifacts in GitHub
                                                                                • 2. Enable human-in-the-loop controls
                                                                                  • 3. Define autonomy levels and guardrails

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. You want a reusable, shareable set of instructions that defines a specific persona/workflow (e.g.,
                                                                                    "security reviewer") that developers can invoke on demand in Copilot Chat, rather than instructions applied globally to every session. What should you create?

                                                                                    A) copilot-instructions.md
                                                                                    B) .copilotignore
                                                                                    C) agents.md
                                                                                    D) A prompt file (.prompt.md)


                                                                                    2. You are debugging an agentic workflow that intermittently fails specific tool calls with rate-limit errors when connecting to an internal MCP server. What is the most direct remediation?

                                                                                    A) Add a CODEOWNERS entry
                                                                                    B) Increase the MCP server's configured rate limits/quota
                                                                                    C) Switch to --allow-all
                                                                                    D) Run /clear


                                                                                    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. You need finer control, selecting specific files and describing precise natural-language changes to apply, rather than letting the agent decide the full scope of changes. Which Copilot Chat mode should you use?

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


                                                                                    5. Drag and Drop Question
                                                                                    You have a GitHub repository that has a GitHub Actions workflow. The workflow runs an AI agent.
                                                                                    You need to ensure that the default GITHUB_TOKEN permissions are read-only, and write access is granted to only the job that performs repository write operations. The workflow must be able to create and approve pull requests only when explicitly enabled.
                                                                                    How should you complete the workflow? 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.


                                                                                    Solutions:

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

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