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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. Persist task progress as artifacts
    • 2. Detect and correct context drift
      - Cross-tool continuity
      • 1. Share state across tools and environments
        • 2. Prevent stale or conflicting context
          - Agent memory strategies
          • 1. Short-term vs long-term memory selection
            • 2. Memory scoping and expiration rules
              Topic 2: Prepare agent architecture and SDLC processes15–20%- Planning vs execution boundaries
              • 1. Prevent execution before approval
                • 2. Separate planning and execution phases
                  • 3. Validate structured agent plans
                    - Observability and control
                    • 1. Define autonomy levels and guardrails
                      • 2. Enable human-in-the-loop controls
                        • 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
                                Topic 3: 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. Escalation paths and traceability
                                      • 2. Retries and rollback strategies
                                        - Development environment integration
                                        • 1. Enable autonomous actions (PRs, branches)
                                          • 2. Scope agents to repositories or branches
                                            • 3. Enable CI-based agent execution
                                              - MCP server configuration
                                              • 1. Configure registries and allow lists
                                                • 2. Add MCP servers to agents
                                                  Topic 4: Orchestrate multi-agent coordination15–20%- Failure handling and recovery
                                                  • 1. Detect stalled or degraded agents
                                                    • 2. Implement rollback and recovery patterns
                                                      - Multi-agent workflows
                                                      • 1. Resolve conflicts and overlaps
                                                        • 2. Coordinate parallel agent execution
                                                          - Lifecycle management
                                                          • 1. Add/replace/retire agents safely
                                                            - Observability and auditability
                                                            • 1. Generate logs and artifacts for review
                                                              • 2. Document agent handoffs and decisions
                                                                Topic 5: 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
                                                                            Topic 6: 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. Assign autonomy levels with compliance constraints
                                                                                  • 2. Classify agent actions by risk

                                                                                    Microsoft GitHub Agentic AI Developer Sample Questions:

                                                                                    1. Drag and Drop Question
                                                                                    You have a GitHub repository that uses the GitHub Copilot CLI to run autonomous tasks.
                                                                                    You need to validate each generated command before it runs. Any commands that attempt to modify paths outside the repository must be blocked.
                                                                                    How should you complete the YAML? 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.


                                                                                    2. 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) /plan
                                                                                    B) /context
                                                                                    C) /compact
                                                                                    D) /diff


                                                                                    3. An agent working through the Copilot coding agent in GitHub Actions needs additional build dependencies installed before it can run tests. Where should you define this setup?

                                                                                    A) .copilotignore
                                                                                    B) copilot-setup-steps.yml
                                                                                    C) copilot-instructions.md
                                                                                    D) agents.md


                                                                                    4. Hotspot Question
                                                                                    You have a GitHub repository that uses GitHub Actions for CI.
                                                                                    Your team is piloting the GitHub Copilot coding agent to autonomously create branches and open pull requests. The repository follows trunk-based development that uses main as the default branch.
                                                                                    You need to ensure that the agent meets the following requirements:
                                                                                    - Changes to main can occur only by using pull requests that have at
                                                                                    least one approval.
                                                                                    - When a pull request is opened, a validation workflow runs, and the
                                                                                    agent can still create branches and open pull requests autonomously.
                                                                                    How should you configure the repository? To answer, select the appropriate options in the answer area.
                                                                                    NOTE: Each correct selection is worth one point.


                                                                                    5. After several long agentic sessions, you notice degraded response quality and want the agent to retain a concise summary of prior progress rather than the full raw history, while continuing without interruption. Which approach addresses this?

                                                                                    A) /clear
                                                                                    B) .copilotignore
                                                                                    C) /compact
                                                                                    D) --allow-all


                                                                                    Solutions:

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

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