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Last Updated: Sep 08, 2026
No. of Questions: 85 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Perform evaluation, error analysis, and tuning | 15-20% | - Evaluate agent performance
|
| Manage memory, state, and execution | 10-15% | - Control execution flow
|
| Orchestrate multi-agent coordination | 15-20% | - Ensure safe collaboration
|
| Implement guardrails and accountability | 10-15% | - Ensure accountability
|
| Prepare agent architecture and SDLC processes | 15-20% | - Integrate agents into the software development lifecycle
|
| Implement tool use and environment interaction | 20-25% | - Select and configure agent tools
|
Question 1
You have a GitHub Enterprise Cloud Organization that uses GitHub Actions for CI/CD.
You plan to enable an agent to update and deploy workflows that access production environment secrets.
You need to select an autonomy level for a compliance-sensitive workflow.
Which autonomy level should you select?
A. human-in-the-loop with required manual approvals for production
B. read-only analysis with no ability to trigger workflows
C. autonomous execution limited to non-production environments
D. fully autonomous execution without approvals
Question 2
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?
A. .copilotignore
B. agents.md
C. /compact
D. A repository ruleset with agent-specific merge conditions and CI enforcement
Question 3
During a Copilot CLI session, an MCP tool call fails because the external service requires re- authentication. What is the most likely resolution path?
A. Run /compact to clear context
B. Run /diff to inspect changes
C. Re-authenticate the MCP server connector
D. Switch to plan mode
Question 4
You are about to start a complex refactoring task in the GitHub Copilot CLI.
Before Copilot makes any changes, you need to review and agree on the approach.
What should you do first?
A. From the Copilot CLI, switch to plan mode.
B. Start the Copilot CLI and specify the --agent=Task parameter.
C. Start the Copilot CLI and specify the --allow-all parameter.
D. From the Copilot CLI, run the /compact command.
Question 5
Drag and Drop Question
You have a GitHub repository that has a GitHub Actions workflow. The workflow runs an AI agent.
You need to ensure that the default GITHUB_TOKEN permissions are read-only, and write access is granted to only the job that performs repository write operations. The workflow must be able to create and approve pull requests only when explicitly enabled.
How should you complete the workflow? 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.
Solutions:
| Question 1 Answer: A | Question 2 Answer: D | Question 3 Answer: C | Question 4 Answer: A | Question 5 Answer: Only visible for members |
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