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Microsoft GH-600 Exam Syllabus Topics:

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

                                                                                                                                    Microsoft Developing in Agentic AI Systems Sample Questions:

                                                                                                                                    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. Merge the draft pull request and mention @copilot on the merged pull request.
                                                                                                                                    • B. Unassign the issue from Copilot, and then reassign the issue to Copilot.
                                                                                                                                    • C. Wait for the agent to complete.
                                                                                                                                    • D. Select Approve and run workflows in the pull request merge box.
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: B  🗳️

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

                                                                                                                                    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.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

                                                                                                                                    You have a GitHub Enterprise Cloud organization that uses the GitHub Copilot coding agent to resolve issues asynchronously.
                                                                                                                                    When an issue is assigned to GitHub Copilot, the agent creates a draft pull request, but your team cannot always tell whether the agent is actively working, has completed its session, or is awaiting workflow approval.
                                                                                                                                    Which execution context does each signal indicate? To answer, drag the appropriate context to the correct signals.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

                                                                                                                                    You want to prevent GitHub Copilot from ever suggesting completions or making edits inside a directory containing sensitive credentials templates. What should you configure?

                                                                                                                                    • A. A repository ruleset
                                                                                                                                    • B. A CODEOWNERS file
                                                                                                                                    • C. A .copilotignore file
                                                                                                                                    • D. Branch protection rules
                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer: C  🗳️

                                                                                                                                    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.

                                                                                                                                    Reveal Solution  Discussion  0

                                                                                                                                    Correct Answer:

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