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Microsoft GH-600 : GitHub Agentic AI Developer
- Exam Code: GH-600
- Exam Name: GitHub Agentic AI Developer
- Updated: Sep 15, 2026
About Microsoft GH-600 Exam
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Microsoft GH-600 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Manage memory, state, and execution | 10–15% | - Scope and persist agent state correctly - Choose memory types: short-term, long-term, external - Handle execution flow, retries, and interruptions - Implement memory cleanup and expiration rules |
| Topic 2: Implement guardrails and accountability | 10–15% | - Ensure compliance, safety, and responsible use - Add validation, review, and approval gates - Enforce least privilege and security boundaries - Log actions, decisions, and changes for audit |
| Topic 3: Implement tool use and environment interaction | 20–25% | - Manage permissions and environment access - Implement tools, custom actions, and MCP servers - Configure and extend GitHub Copilot agents - Connect agents to codebase, APIs, and external systems |
| Topic 4: Orchestrate multi-agent coordination | 15–20% | - Design workflows for multiple agents - Prevent conflicts and manage shared resources - Monitor and troubleshoot multi-agent execution - Define communication and handoff protocols |
| Topic 5: Perform evaluation, error analysis, and tuning | 15–20% | - Diagnose failures, hallucinations, and unexpected behavior - Define metrics and quality standards for outputs - Test, validate, and compare agent results - Optimize prompts, tools, and behavior through iteration |
| Topic 6: Prepare agent architecture and SDLC processes | 15–20% | - Integrate agents into software development lifecycle - Design agent autonomy and decision boundaries - Plan agent deployment, monitoring, and maintenance - Define agent purpose, scope, and success criteria |
Microsoft GitHub Agentic AI Developer Sample Questions:
Question #1
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:
---
name: Summarizer
description: Produce a concise summary of recent changes
tools: ['fetch']
user-invocable: false
disable-model-invocation: true
---
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?
- A. Orchestrator is missing a handoff entry to trigger Summarizer.
- B. Summarizer cannot be invoked as a subagent because disable-model-invocation is set to true.
- C. Summarizer is missing the editing tools required to complete the workflow.
- D. Orchestrator cannot call Summarizer because user-invocable is set to false.
Correct Answer: A 🗳️
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Question #2
You have a repository that uses the GitHub Copilot coding agent and supports hooks stored under .github/hooks.
You need a Shell command to run automatically whenever an agent execution fails.
Which type of hook should you use?
- A. sessionEnd
- B. postToolUse
- C. errorOccurred
- D. agentStop
Correct Answer: C 🗳️
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Question #3
You have a GitHub repository that contains the following custom agent files:
A file named planner.agent.md that includes YAML frontmatter with a handoffs entry that has label: Start Implementation, agent: implementer, and prompt: Now implement the plan outlined above.
A file named implementer.agent.md that is in the same directory as planner.agent.md and includes YAML frontmatter that has name: IMPLEMENTER.
You add a third agent file named review.agent.md that includes name: code-review in the YAML frontmatter.
You make the following changes to planner.agent.md:
Update the existing handoff to include send: true and model: GPT-5.2 (copilot).
Add a second handoff that has label: Run Review, agent: code-review, and prompt: Review the code changes made in the previous step.
Correct Answer:
Question #4
You are evaluating the following workflow YAML.
jobs:
agent1:
runs-on: ubuntu-latest
environment: agent-sandbox
steps:
- uses: actions/checkout@v4
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Correct Answer:
Question #5
Before App1 is upgraded, you need to verify each individual upgrade step and whether all tests have passed.
Which file should you use?
- A. <project>/.mcp/agent.md
- B. <project>/.github/upgrades/{scenarioId}/assessment.md
- C. <project>/.github/upgrades/{scenarioId}/tasks.md
- D. <project>/.github/plan.md
Correct Answer: C 🗳️
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