Developing in Agentic AI Systems: GH-600 Exam

"Developing in Agentic AI Systems", also known as GH-600 exam, is a Microsoft Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 111 Q&As to your GH-600 Exam preparation. In the GH-600 exam resources, you will cover every field and category in GitHub Administrator Certification helping to ready you for your successful Microsoft Certification.

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  • Exam Code: GH-600
  • Exam Name: Developing in Agentic AI Systems
  • Certification Provider: Microsoft
  • Corresponding Certification: GitHub Administrator
  • Updated: Sep 18, 2026
  • No. of Questions: 111 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Integrate tools, data, and services25%- Connect data sources and knowledge bases
  • 1. Implement retrieval-augmented generation (RAG)
    • 2. Integrate vector databases and search
      • 3. Ensure data security and access control
        - Incorporate external tools and APIs
        • 1. Handle authentication and error resilience
          • 2. Implement function calling and service integration
            • 3. Design and register tool definitions
              Topic 2: Test, deploy, and monitor agentic AI systems20%- Validate agent performance and safety
              • 1. Evaluate quality metrics and iterate
                • 2. Test reasoning accuracy and consistency
                  • 3. Apply guardrails and content safety
                    - 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
                          Topic 3: Implement agents and multi-agent systems30%- Build agents with Azure AI tools and frameworks
                          • 1. Integrate models and prompts
                            • 2. Develop using Semantic Kernel and Azure AI Foundry
                              • 3. Implement agent logic and reasoning
                                - Orchestrate multi-agent collaboration
                                • 1. Manage agent handoffs and task distribution
                                  • 2. Define communication protocols between agents
                                    • 3. Implement workflows and coordination strategies
                                      Topic 4: Design agentic AI solutions25%- Design agent architecture
                                      • 1. Select agent patterns and topologies
                                        • 2. Design memory and state management
                                          • 3. Plan tool integration and orchestration
                                            - Define requirements for agentic systems
                                            • 1. Plan for responsible AI and governance
                                              • 2. Define functional and non-functional requirements
                                                • 3. Identify use cases and scenarios

                                                  Microsoft Developing in Agentic AI Systems Sample Questions:

                                                  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?

                                                  • A. Commit trace.json and plan.md back to the repository from agent-run.
                                                  • B. Upload trace.json and plan.md as workflow artifacts in agent-run, and download the files inside the jobs.
                                                  • C. Use dependency caching to store trace.json and plan.md.
                                                  • D. Store trace.json and plan.md on a network share and have later jobs retrieve them from the share.
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: B  🗳️

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                                                  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?

                                                  • A. Add the internal docs as copilot-instructions.md
                                                  • B. Connect an MCP server that exposes the internal documentation
                                                  • C. Use .copilotignore to hide public APIs
                                                  • D. Enable plan mode
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: B  🗳️

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

                                                  Correct Answer: A  🗳️

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                                                  Your company uses Microsoft Visual Studio Code and GitHub Copilot Chat.
                                                  You have a GitHub repository that uses main as the default branch. The repository contains a workspace custom agent stored at .github/agents/release-notes.agent.md.
                                                  A developer switches to a branch named branch1 where the agent file does NOT exist. In the same session, the developer switches to a user profile named profile1. profile1 contains a custom agent file named release-notes.agent.md that has user-invocable set to false.
                                                  For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                                                  NOTE: Each correct selection is worth one point.

                                                  Reveal Solution  Discussion  0

                                                  Correct Answer:

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