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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Test, deploy, and monitor agentic AI systems20%- Validate agent performance and safety
  • 1. Apply guardrails and content safety
    • 2. Test reasoning accuracy and consistency
      • 3. Evaluate quality metrics and iterate
        - Deploy and monitor agents at scale
        • 1. Optimize cost, latency, and throughput
          • 2. Deploy to Azure AI and cloud environments
            • 3. Implement logging, telemetry, and observability
              Implement agents and multi-agent systems30%- Orchestrate multi-agent collaboration
              • 1. Implement workflows and coordination strategies
                • 2. Manage agent handoffs and task distribution
                  • 3. Define communication protocols between agents
                    - Build agents with Azure AI tools and frameworks
                    • 1. Implement agent logic and reasoning
                      • 2. Develop using Semantic Kernel and Azure AI Foundry
                        • 3. Integrate models and prompts
                          Design agentic AI solutions25%- Define requirements for agentic systems
                          • 1. Identify use cases and scenarios
                            • 2. Define functional and non-functional requirements
                              • 3. Plan for responsible AI and governance
                                - Design agent architecture
                                • 1. Select agent patterns and topologies
                                  • 2. Plan tool integration and orchestration
                                    • 3. Design memory and state management
                                      Integrate tools, data, and services25%- Incorporate external tools and APIs
                                      • 1. Design and register tool definitions
                                        • 2. Implement function calling and service integration
                                          • 3. Handle authentication and error resilience
                                            - Connect data sources and knowledge bases
                                            • 1. Integrate vector databases and search
                                              • 2. Implement retrieval-augmented generation (RAG)
                                                • 3. Ensure data security and access control

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                                                  Microsoft Developing in Agentic AI Systems Sample Questions (Q101-Q106):

                                                  NEW QUESTION # 101
                                                  You are using GitHub Copilot Chat's agent mode in VS Code and want it to autonomously use tools (terminal, file edits, tests) to complete a multi-step task, checking in with you between major steps. What is this interaction mode called?

                                                  Answer: D

                                                  Explanation:
                                                  Agent mode allows Copilot Chat to autonomously plan and execute multi-step tasks using available tools, pausing for confirmation at key decision points rather than requiring manual step- by-step prompting.


                                                  NEW QUESTION # 102
                                                  Your team wants Copilot's suggestions to reflect knowledge of internal library APIs that are not publicly documented and not present in the codebase being edited. What is the most appropriate solution?

                                                  Answer: C

                                                  Explanation:
                                                  For external or large sets of documentation not resident in the repo, an MCP server can expose a searchable knowledge source Copilot can query dynamically, rather than trying to cram everything into static instruction files.


                                                  NEW QUESTION # 103
                                                  Hotspot Question
                                                  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.
                                                  NOTE: Each correct selection is worth one point.

                                                  Answer:

                                                  Explanation:

                                                  Explanation:
                                                  Box 1: ['search','read','fetch']
                                                  This is the correct tool list configuration. It restricts the planner agent to strictly read-only capabilities, preventing it from editing code or executing state-changing commands before approval.
                                                  Box 2: true
                                                  Setting Send: true tells GitHub Copilot Chat to automatically transfer control and send the prompt payload to the implementer agent immediately upon user approval of the plan.
                                                  Reference:
                                                  https://medium.com/@gareth.hallberg_55290/porting-a-claude-code-command-to-vs-code-copilot-d114b338f3e0


                                                  NEW QUESTION # 104
                                                  Hotspot Question
                                                  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.

                                                  Answer:

                                                  Explanation:

                                                  Explanation:
                                                  Box 1: Start a new chat.
                                                  Clear the chat session or start a new conversation thread.
                                                  Context Reset: Erases the short-term conversation history completely.
                                                  Zero Overhead: Requires no configuration changes or administrative interventions.
                                                  Fresh State: Forces Copilot to focus only on newly provided code and prompts.
                                                  Box 2: Open related files and close unrelated files.
                                                  To keep GitHub Copilot Chat focused on the current work item with the minimum amount of effort, you should open related files and close unrelated files.
                                                  GitHub Copilot Chat automatically uses the open files and active tabs in your IDE as its immediate context. By closing unrelated files and keeping only relevant code files open, you instantly clean up the context window and force Copilot to focus solely on your current task without needing to modify complex settings.
                                                  Reference:
                                                  https://docs.github.com/en/copilot/how-tos/troubleshoot-copilot/troubleshoot-common-issues


                                                  NEW QUESTION # 105
                                                  You have a GitHub repository that contains an agent named Orchestrator.Orchestrator delegates work to the following specialized subagents:
                                                  - Planner reviews issues and creates a plan of action.
                                                  - Implementer writes code based on the plan of action.
                                                  - Reviewer reviews the code.
                                                  You create a new agent named Summarizer that produces a concise summary of the work performed by the other agents.
                                                  You need to ensure that Orchestrator can invoke Summarizer as part of its workflow.
                                                  What should you do?

                                                  Answer: C

                                                  Explanation:
                                                  To ensure that Orchestrator can invoke the new Summarizer agent as part of its workflow, you should take the following action: In the YAML frontmatter of the Orchestrator agent, add Summarizer to the agents list.
                                                  In GitHub Copilot custom agent configurations (defined in .agent.md files), the properties specified in the YAML frontmatter serve distinct purposes:
                                                  agents: This field acts as an explicit whitelist of other custom subagents that the parent agent is allowed to invoke and delegate work to. Adding Summarizer here registers it as an authorized subagent within the Orchestrator workflow.
                                                  Reference:
                                                  https://awesome-copilot.github.com/learning-hub/building-custom-agents/


                                                  NEW QUESTION # 106
                                                  ......

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