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Microsoft GH-600 Exam Syllabus Topics:

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

                                                                                                                                    Microsoft Developing in Agentic AI Systems Sample Questions:

                                                                                                                                    You have a GitHub repository that uses the GitHub Copilot coding agent to run agent plans for assigned issues.
                                                                                                                                    You discover that some issues contain ambiguous implementation steps.
                                                                                                                                    You need to reduce the likelihood that Copilot executes plans based on ambiguous implementation steps.
                                                                                                                                    What should you do?

                                                                                                                                    • A. Add a copilot-setup-steps.yml file to preinstall dependencies in the agent environment.
                                                                                                                                    • B. Mention @copilot in a pull request comment to request changes after the plan runs.
                                                                                                                                    • C. Add acceptance criteria and directions to the issues before assigning the issues to the agent.
                                                                                                                                    • D. Add comments to the issues after assigning the issues to the agent.
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: C  🗳️

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

                                                                                                                                    You have a GitHub repository that uses GitHub Actions to run an autonomous coding-agent workflow.
                                                                                                                                    Your team requires that session logs be captured as workflow artifacts so that agent runs can be audited and traced back to a specific execution and code state.
                                                                                                                                    How should you complete the workflow? To answer, drag the appropriate values to the correct targets.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

                                                                                                                                    You have a custom agent profile file named test-agent.agent.md that contains the following YAML frontmatter:
                                                                                                                                    ---
                                                                                                                                    name: test-agent
                                                                                                                                    description: Custom agent description
                                                                                                                                    tools: ['tool-a', 'tool-b']
                                                                                                                                    ---
                                                                                                                                    In the same repository, you have an MCP configuration file named mcp.json.
                                                                                                                                    You need to ensure that the GitHub Model Context Protocol (MCP) server is available to test the agent. The solution must allow only the Copilot toolset.
                                                                                                                                    What should you do?

                                                                                                                                    • A. Replace "servers": with "mcp-servers": in mcp.json.
                                                                                                                                    • B. Replace line 04 with tools: ['copilot/*'].
                                                                                                                                    • C. Replace line 04 with tools: ['tool-a', 'tool-b', 'github/copilot'].
                                                                                                                                    • D. Replace line 04 with tools: ['tool-a', 'tool-b', 'github/*'].
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: B  🗳️

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

                                                                                                                                    You have a GitHub repository that stores custom GitHub Copilot agents in the .github/agents/ folder.
                                                                                                                                    You have an agent named lead-dev.agent.md that must invoke a specialist subagent named security-reviewer.
                                                                                                                                    Evaluation results show that lead-dev attempts to invoke security-reviewer, but the subagent call fails to run.
                                                                                                                                    You need to ensure that lead-dev can invoke security-reviewer.
                                                                                                                                    How should you complete the YAML frontmatter of the agent profile? To answer, drag the appropriate values to the correct targets.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

                                                                                                                                    In Microsoft Visual Studio Code, you are using GitHub Copilot Chat to generate documentation for a new feature.
                                                                                                                                    Earlier in the day, you used Copilot Chat extensively for an unrelated refactoring task.
                                                                                                                                    You discover that the Copilot responses for the new documentation task are influenced by the earlier conversation.
                                                                                                                                    You need Copilot to focus only on the current task and avoid using prior conversational context. The solution must NOT affect other conversations.
                                                                                                                                    What should you do?

                                                                                                                                    • A. Use @file to restrict the Copilot context to the currently open file.
                                                                                                                                    • B. Clear the chat history of the current conversation.
                                                                                                                                    • C. Start a new Copilot Chat conversation.
                                                                                                                                    • D. Change from sidebar chat to inline chat.
                                                                                                                                    • E. Modify the Chat > Agent: Max Requests setting.
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: C  🗳️

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

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