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Updated: Sep 18, 2026

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Microsoft GH-600 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Developing in Agentic AI Systems
Exam Number:GH-600
Exam Format:Multiple choice, Performance-based/lab tasks, Scenario-based, Multiple select
Passing Score:700
Exam Duration:120–150
Exam Price:USD 100
Real Exam Qty:40–60
Certificate Validity Period:2 years
Related Certifications:Microsoft Certified: Azure AI Engineer Associate
Microsoft Certified: Azure Developer Associate
Available Languages:English
Recommended Training:Azure AI Foundry Documentation
Semantic Kernel Documentation
GH-600 Learning Paths on Microsoft Learn
Exam Registration:Microsoft GH-600 Exam Registration
Pearson VUE Registration
Sample Questions:Microsoft GH-600 Sample Questions
Exam Way:Online proctored or Pearson VUE test center
Pre Condition:Recommended: AZ-204 (Azure Developer Associate) or AI-102 (Azure AI Engineer Associate); proficiency in Python or C# and Azure development experience
Official Syllabus URL:https://learn.microsoft.com/en-us/certifications/exams/gh-600

Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Test, deploy, and monitor agentic AI systems20%- Validate agent performance and safety
  • 1. Test reasoning accuracy and consistency
    • 2. Evaluate quality metrics and iterate
      • 3. Apply guardrails and content safety
        - 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
              Topic 2: 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. Implement function calling and service integration
                      • 2. Handle authentication and error resilience
                        • 3. Design and register tool definitions
                          Topic 3: 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. Design memory and state management
                                  • 2. Plan tool integration and orchestration
                                    • 3. Select agent patterns and topologies
                                      Topic 4: Implement agents and multi-agent systems30%- Build agents with Azure AI tools and frameworks
                                      • 1. Implement agent logic and reasoning
                                        • 2. Integrate models and prompts
                                          • 3. Develop using Semantic Kernel and Azure AI Foundry
                                            - Orchestrate multi-agent collaboration
                                            • 1. Manage agent handoffs and task distribution
                                              • 2. Implement workflows and coordination strategies
                                                • 3. Define communication protocols between agents

                                                  Microsoft Developing in Agentic AI Systems Sample Questions:

                                                  Question #1

                                                  You need to troubleshoot the issue reported by Dev1.
                                                  What should you review?

                                                  • A. The GITHUB_TOKEN permissions block in the agent1 workflow.
                                                  • B. The GitHub Actions usage metrics of repo1.
                                                  • C. The agent session log in the Agents panel.
                                                  • D. The GitHub Actions runner log for the session job.
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: C  🗳️

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

                                                  Question #2

                                                  Your team uses a remote GitHub Model Context Protocol (MCP) server for workflows in the software development life cycle (SDLC).
                                                  You need to commit a workspace-scoped MCP configuration to ensure that GitHub Copilot can connect to the GitHub-hosted MCP endpoint and authenticate by using a GitHub personal access token (PAT).
                                                  How should you complete the mcp.json configuration file? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
                                                  NOTE: Each correct selection is worth one point.

                                                  Reveal Solution  Discussion  0

                                                  Correct Answer:

                                                  Question #3

                                                  You have a GitHub repository that uses the GitHub Copilot coding agent.
                                                  You need to complete the hooks configuration to meet the following requirements:
                                                  Tool usage must be evaluated before execution.
                                                  Build results must be logged after execution.
                                                  Tool usage must be logged after execution.
                                                  How should you complete the hooks configuration? To answer, drag the appropriate values to the correct targets.

                                                  Reveal Solution  Discussion  0

                                                  Correct Answer:

                                                  Question #4

                                                  You have a GitHub repository that runs an agentic software development lifecycle workflow by using GitHub Actions. The workflow uses the following three executors implemented as scripts: spec_analyzer, risk_reviewer, and plan_merger.
                                                  You need to coordinate multiple specialized agents so that analysis and risk review run in parallel and then a final executor merges the outputs into a single plan. The orchestration pattern must fan out one request to multiple executors and then fan in the results to a final executor.
                                                  How should you complete the workflow definition? To answer, drag the appropriate values to the correct targets.

                                                  Reveal Solution  Discussion  0

                                                  Correct Answer:

                                                  Question #5

                                                  While using agent mode in VS Code, you want Copilot to run a specific test suite as a validation step after making changes, without manually invoking the terminal each time. What feature enables this?

                                                  • A. .copilotignore
                                                  • B. CODEOWNERS
                                                  • C. MCP server integration
                                                  • D. Tool/terminal invocation permissions in agent mode
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: D  🗳️

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

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