Microsoft GH-600 : GitHub Agentic AI Developer

GH-600 real exams

Exam Code: GH-600

Exam Name: GitHub Agentic AI Developer

Updated: Sep 15, 2026

Q & A: 111 Questions and Answers

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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Manage memory, state, and execution10-15%- Manage context and memory
  • 1. Handle long-running execution
  • 2. Maintain agent state
- Control execution flow
  • 1. Monitor execution lifecycle
  • 2. Recover from interruptions and failures
Topic 2: Implement guardrails and accountability10-15%- Ensure accountability
  • 1. Establish human-in-the-loop processes
  • 2. Track actions and decisions
- Implement governance controls
  • 1. Apply security and compliance requirements
  • 2. Configure approval workflows
Topic 3: Prepare agent architecture and SDLC processes15-20%- Define boundaries between planning, reasoning, and action
  • 1. Validate and approve plans before execution
  • 2. Separate planning from execution
  • 3. Configure structured plans
- Configure observability and control
  • 1. Implement autonomy levels and guardrails
  • 2. Generate inspectable artifacts
  • 3. Enable human intervention when required
- Integrate agents into the software development lifecycle
  • 1. Define inputs, outputs, and success criteria
  • 2. Identify steps for agents to perform
  • 3. Identify and mitigate agent anti-patterns
Topic 4: Orchestrate multi-agent coordination15-20%- Coordinate multiple agents
  • 1. Manage communication and task delegation
  • 2. Design multi-agent workflows
- Ensure safe collaboration
  • 1. Prevent conflicts and unsafe actions
  • 2. Coordinate execution across agents
Topic 5: Implement tool use and environment interaction20-25%- Manage execution environments
  • 1. Control access to resources and services
  • 2. Configure environments for agents
- Select and configure agent tools
  • 1. Configure tools and permissions
  • 2. Identify required tools
Topic 6: Perform evaluation, error analysis, and tuning15-20%- Improve agent behavior
  • 1. Perform error analysis
  • 2. Tune prompts, tools, and configurations
- Evaluate agent performance
  • 1. Measure outcomes and quality
  • 2. Analyze scans, logs, and artifacts

Microsoft GitHub Agentic AI Developer Sample Questions:

Question #1

You have a GitHub Enterprise repository.
An agent opens pull requests to the main branch.
You need to ensure that changes to .github/workflows/* and /infra/* require approval from designated reviewers before merge.
What should you configure?

  • A. a ruleset and a .copilotignore file
  • B. a branch protection rule and copilot-instructions.md
  • C. a ruleset and an agents.md file
  • D. a branch protection rule and a CODEOWNERS file
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #2

You use a GitHub Actions workflow to orchestrate a multi-agent draft-review process for pull requests. The workflow uploads a single combined review-package artifact at the end of each run.
You discover that the review-package artifact is occasionally missing from the workflow run history, and you suspect that a user deleted it.
You need to identify which user manually deleted a workflow run artifact and when the deletion occurred.
What should you use?

  • A. The merge commit history
  • B. The pull request description and comment history
  • C. The artifact.destroy audit log event
  • D. The checks.delete_log audit log event
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

You are analyzing the following agent logs.
2026-03-19 21:00:59.905 [info] ccreq:6343bff1.copilotmd | success | gpt-5.3-codex | 10385ms | [panel/editAgent]
2026-03-19 21:01:09.644 [info] ccreq:4612e90d.copilotmd | success | gpt-5.3-codex | 9806ms | [panel/editAgent]
2026-03-19 21:01:09.856 [info] [ToolCallingLoop] Stop hook result: shouldContinue=false, reasons=undefined
2026-03-19 21:01:30.816 [info] ccreq:9dcd0468.copilotmd | success | gpt-5.3-codex | 5489ms | [panel/editAgent]
2026-03-19 21:01:31.475 [error] Error from tool mcp_microsoftdocs_microsoft_docs_search with args
{"query":"VS Code custom agent name from frontmatter and filename behavior"}:
Cannot read properties of undefined (reading 'invoke'):
TypeError: Cannot read properties of undefined (reading 'invoke')
You need to classify the error in a report for your company's CTO.
How should you classify the error?

  • A. Network issue
  • B. Reasoning error
  • C. Tool misuse
  • D. Context issue
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

You have the following agent logs.

Reveal Solution  Discussion  0

Correct Answer:

Question #5

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

Correct Answer: A  🗳️

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