HOT GH-600 Certification Test Questions - Latest Microsoft Developing in Agentic AI Systems - Study GH-600 Tool

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Microsoft GH-600 Exam Syllabus Topics:

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

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                                                  Microsoft Developing in Agentic AI Systems Sample Questions (Q107-Q112):

                                                  NEW QUESTION # 107
                                                  You have a GitHub Copilot coding agent named Orchestrator that runs a multi-phase workflow by using the following subagents:
                                                  - Explorer gathers context by using read-only tools.
                                                  - Modifier applies focused edits.
                                                  You are adding a new agent named Summarizer that generates a concise summary after modifications are complete. Summarizer includes the following YAML frontmatter.

                                                  The Orchestrator agent lists all three agents in its agents property.
                                                  After adding the Summarizer agent, Orchestrator successfully runs Explorer and Modifier but fails to run Summarizer.
                                                  What is a possible cause of the failure?

                                                  Answer: A

                                                  Explanation:
                                                  The primary reason for this failure is the disable-model-invocation: true setting in the Summarizer's YAML frontmatter.In the GitHub Copilot Agent configuration framework, when an orchestrator agent automates a multi-agent workflow, it relies on the base LLM model to agentically trigger and delegate tasks to its subagents.
                                                  Blocks Subagent Delegation: Setting disable-model-invocation: true instructs GitHub Copilot to completely prevent the model from automatically invoking or calling this agent as a subagent.
                                                  Requires Manual Intervention: When this property is true, the agent can only be triggered via a direct manual request by the user (such as explicitly picking it from a chat menu or a slash command). Because user-invocable is also set to false, it becomes completely unreachable in this workflow.
                                                  Contradicts Orchestration: Even though Orchestrator explicitly registers Summarizer in its agents property, the underlying model respects the disable-model-invocation: true safety/routing block and refuses to spin up the subagent loop for it.
                                                  Reference:
                                                  https://docs.github.com/en/copilot/how-tos/copilot-sdk/features/custom-agents


                                                  NEW QUESTION # 108
                                                  You have a GitHub repository.
                                                  You use the GitHub Copilot CLI to run an agentic workflow from the terminal.
                                                  During execution, the conversation history approaches the context limit. The agent cannot continue the current session unless the amount of retained context is reduced.
                                                  You need to continue the current session without losing all the prior progress.
                                                  Which Copilot CLI slash command should you run?

                                                  Answer: D

                                                  Explanation:
                                                  You should run the /compact slash command.
                                                  Context Management in GitHub Copilot CLI/compact: This command triggers the compaction process manually. It takes a snapshot of your full conversation history, sends it to the AI model to generate a summary, and replaces the bulky history with that concise summary. This reduces token usage instantly while preserving prior progress.
                                                  Reference:
                                                  https://docs.github.com/en/copilot/how-tos/copilot-cli/use-copilot-cli/overview


                                                  NEW QUESTION # 109
                                                  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?

                                                  Answer: A

                                                  Explanation:
                                                  /diff shows the file-level changes the agent has made during the session, letting you review modifications before committing or merging, without leaving the terminal.


                                                  NEW QUESTION # 110
                                                  You are evaluating how agent1 will behave after you implement the planned changes.
                                                  For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                                                  NOTE: Each correct selection is worth one point.

                                                  Answer:

                                                  Explanation:


                                                  NEW QUESTION # 111
                                                  You have a GitHub Enterprise repository that runs an autonomous agent by using a GitHub Actions workflow. The workflow has the following jobs:
                                                  - agent-run that generates trace.json and plan.md
                                                  - review that waits for human approval before continuing
                                                  - deploy that uses the outputs from agent-run
                                                  You need to make the files inspectable in the GitHub Actions UI and ensure that the files are available to the review and deploy jobs.
                                                  What should you do in the workflow?

                                                  Answer: C


                                                  NEW QUESTION # 112
                                                  ......

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