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Exam Code: GH-600
Exam Name: GitHub Agentic AI Developer
Updated: Sep 08, 2026
Q & A: 85 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Implement guardrails and accountability | 10–15% | - Ensure compliance, safety, and responsible use - Enforce least privilege and security boundaries - Log actions, decisions, and changes for audit - Add validation, review, and approval gates |
| Perform evaluation, error analysis, and tuning | 15–20% | - Define metrics and quality standards for outputs - Test, validate, and compare agent results - Optimize prompts, tools, and behavior through iteration - Diagnose failures, hallucinations, and unexpected behavior |
| Orchestrate multi-agent coordination | 15–20% | - Prevent conflicts and manage shared resources - Define communication and handoff protocols - Monitor and troubleshoot multi-agent execution - Design workflows for multiple agents |
| Implement tool use and environment interaction | 20–25% | - Manage permissions and environment access - Connect agents to codebase, APIs, and external systems - Configure and extend GitHub Copilot agents - Implement tools, custom actions, and MCP servers |
| Prepare agent architecture and SDLC processes | 15–20% | - Define agent purpose, scope, and success criteria - Design agent autonomy and decision boundaries - Plan agent deployment, monitoring, and maintenance - Integrate agents into software development lifecycle |
| Manage memory, state, and execution | 10–15% | - Handle execution flow, retries, and interruptions - Implement memory cleanup and expiration rules - Scope and persist agent state correctly - Choose memory types: short-term, long-term, external |
A pull request created by the Copilot coding agent needs to be automatically closed if it fails to pass required checks after three retry attempts, per your organization's governance policy. What should you configure?
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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?
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You are troubleshooting why a Copilot coding agent pull request keeps failing CI checks after every attempted fix. What is the most effective first step?
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You have a multi-agent GitHub Actions workflow that uploads review artifacts for each run.
You discover that some workflow run artifacts are being deleted manually.
You need to use your organization's audit log data to identify which user deleted the artifacts.
Which audit log search filter should you use?
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A developer uses the GitHub Copilot CLI in plan mode.
Copilot produces a plan.
What does Copilot do next?
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