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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Implement tool use and environment interaction20–25%- Operate agents with safe execution paths and robust error handling
  • 1. Implement escalation paths
    • 2. Implement rollbacks
      • 3. Implement traceability and accountability for agent actions
        • 4. Implement error handling
          • 5. Implement retries
            - Select and configure agent tools
            • 1. Configure agent tools
              • 2. Identify required tools
                • 3. Configure agent tool permissions
                  - Integrate agents within development environments
                  • 1. Configure an agent to be invoked in a CI workflow
                    • 2. Enable an agent to perform autonomous actions, including creating branches and pull requests
                      • 3. Configure an agent to use branch-based scope
                        • 4. Configure an agent to handle environment-specific constraints
                          • 5. Configure an agent's scope to a specific repository
                            • 6. Evaluate the execution context for an agent
                              - Configure MCP servers
                              • 1. Add an MCP server as a tool to an agent
                                • 2. Configure a GitHub remote MCP server
                                  • 3. Configure MCP registries
                                    • 4. Configure MCP allow lists
                                      Manage memory, state, and execution10–15%- Ensure continuity of agent memory and state across tools and environments
                                      • 1. Prevent conflicting context
                                        • 2. Prevent stale context
                                          • 3. Share agent state
                                            - Persist agent state and manage context drift
                                            • 1. Detect and correct drift during extended agent execution
                                              • 2. Capture task progress and decisions as durable artifacts
                                                • 3. Resume agent work without repeating steps or diverging from prior decisions
                                                  - Implement agent memory strategies
                                                  • 1. Define memory expiration, pruning, and reset rules
                                                    • 2. Scope agent memory to task-relevant information
                                                      • 3. Choose between short-term, long-term, and external memory
                                                        Perform evaluation, error analysis, and tuning15–20%- Tune agent behavior based on evaluation results
                                                        • 1. Refine memory usage
                                                          • 2. Refine tool usage and tool access
                                                            • 3. Revise instructions, workflows, or constraints
                                                              - Analyze agent failures and identify root causes
                                                              • 1. Identify failures by using logs, plans, traces, outputs, and workflow artifacts
                                                                • 2. Classify root causes, including reasoning errors, tool misuse, and context or environment issues
                                                                  - Define success criteria and evaluation signals for agent tasks
                                                                  • 1. Align evaluation criteria with development intent
                                                                    • 2. Identify qualitative and quantitative evaluation signals to evaluate agents
                                                                      • 3. Specify expected outcomes and operational constraints for agent tasks
                                                                        • 4. Generate evaluation signals by using automated scanning tools
                                                                          Prepare agent architecture and SDLC processes15–20%- Configure observability and control for autonomous agents
                                                                          • 1. Configure agents to produce inspectable artifacts within standard development tooling
                                                                            • 2. Plan and implement the degree of agent autonomy, including guardrails
                                                                              • 3. Configure human intervention for autonomous agents without slowing delivery
                                                                                - Define boundaries between planning, reasoning, and action
                                                                                • 1. Validate agent plans
                                                                                  • 2. Configure agent planning to be distinct from agent execution
                                                                                    • 3. Configure an agent to output a structured plan
                                                                                      • 4. Prevent agent action until the agent checks and approves
                                                                                        - Integrate agents into the software development lifecycle (SDLC)
                                                                                        • 1. Define inputs, outputs, and success criteria for agents
                                                                                          • 2. Identify and mitigate common anti-patterns in agents
                                                                                            • 3. Identify steps for agents to perform
                                                                                              Orchestrate multi-agent coordination15–20%- Manage the lifecycle of agents within multi-agent workflows
                                                                                              • 1. Update, reconfigure, or replace agents without disrupting active workflows
                                                                                                • 2. Retire agents while preserving auditability and workflow continuity
                                                                                                  • 3. Add agents to existing multi-agent workflows
                                                                                                    - Detect and respond to multi-agent failures and degraded behavior
                                                                                                    • 1. Implement multi-agent recovery patterns, including rollback and human-in-the-loop
                                                                                                      • 2. Respond to degraded behavior or coordination across agents
                                                                                                        • 3. Identify failed, partial, or stalled agent executions
                                                                                                          - Operate and manage multi-agent workflows
                                                                                                          • 1. Configure agent isolation for parallel execution
                                                                                                            • 2. Apply an orchestration pattern to coordinate multiple agents
                                                                                                              • 3. Detect and resolve agent conflicts, including overlapping code changes, duplicated effort, and contradictory outputs
                                                                                                                - Configure observability for multi-agent behavior by using logs, artifacts, and operational signals
                                                                                                                • 1. Configure multi-agent workflows to produce artifacts suitable for review and audit
                                                                                                                  • 2. Perform post-hoc analysis of multi-agent behavior
                                                                                                                    • 3. Document key decisions, handoffs, and outcomes across agents
                                                                                                                      Implement guardrails and accountability10–15%- Define autonomy levels
                                                                                                                      • 1. Assign autonomy levels to maximize delivery speed while remaining compliant with organizational security and Responsible AI standards
                                                                                                                        • 2. Classify agent actions by operational, security, and compliance risk to right-size human interventions
                                                                                                                          - Implement guardrails and human-in-the-loop workflows
                                                                                                                          • 1. Block actions that violate defined security, compliance, or Responsible AI policies
                                                                                                                            • 2. Identify the subset of actions that require human judgment
                                                                                                                              • 3. Preserve execution velocity by minimizing approvals that do not materially reduce risk
                                                                                                                                • 4. Scope permissions and execution contexts to enforce least-privilege access
                                                                                                                                  • 5. Require explicit authorization or controlled paths for irreversible or compliance-sensitive changes

                                                                                                                                    Microsoft Developing in Agentic AI Systems Sample Questions:

                                                                                                                                    You have a GitHub repository that uses three GitHub Copilot coding agents named agent1, agent2, and agent3.
                                                                                                                                    During structured evaluation runs, agent1 frequently returns Markdown narratives instead of a machine-parsable result.
                                                                                                                                    You need to ensure that agent1 consistently returns only a predefined JSON structure without affecting the output of the other agents.
                                                                                                                                    Which file should you modify?

                                                                                                                                    • A. .github/instructions/agent1.instructions.md
                                                                                                                                    • B. .github/agents/agent1.agent.md
                                                                                                                                    • C. .github/workflows/copilot-setup-steps.yml
                                                                                                                                    • D. .github/copilot-instructions.md
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: B  🗳️

                                                                                                                                    Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).

                                                                                                                                    You have a GitHub repository that uses GitHub Copilot Chat in Microsoft Visual Studio Code. Custom agents are stored in the repository under version control.
                                                                                                                                    Your team uses a multi-agent workflow where a planner agent produces an implementation plan that is then handed off to an implementation agent to make changes.
                                                                                                                                    Recent prompts cause the planner agent to start editing files and running commands before the plan is approved.
                                                                                                                                    You need to configure the planner agent to meet the following requirements:
                                                                                                                                    Use only read-only tools.
                                                                                                                                    Hand off to the implementation agent only after the plan is approved.
                                                                                                                                    How should you configure the agent? To answer, select the appropriate options in the answer area.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

                                                                                                                                    You have a GitHub Enterprise repository that uses the GitHub Copilot coding agent and opens draft pull requests for assigned issues.
                                                                                                                                    Evaluation results show that the agent repeatedly opens pull requests that modify .github/workflows/*.yml to bypass failing checks instead of fixing the underlying code.
                                                                                                                                    You need to ensure that the agent fixes the underlying code instead of bypassing the failing checks.
                                                                                                                                    What should you do?

                                                                                                                                    • A. Start the GitHub Copilot CLI by using --allow-all.
                                                                                                                                    • B. Update the .gitignore file.
                                                                                                                                    • C. Disable GitHub Actions workflows for pull requests created by the agent.
                                                                                                                                    • D. Create a branch ruleset.
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: D  🗳️

                                                                                                                                    Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).

                                                                                                                                    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. Ask mode
                                                                                                                                    • B. Edit mode
                                                                                                                                    • C. Agent mode
                                                                                                                                    • D. Plan mode
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: B  🗳️

                                                                                                                                    Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).

                                                                                                                                    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. operation:remove
                                                                                                                                    • B. repo:<org>/<repo>
                                                                                                                                    • C. action:artifact.destroy
                                                                                                                                    • D. action:workflows.run
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: C  🗳️

                                                                                                                                    Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).

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