GitHub GitHub-Copilot Questions - Tips To Pass Exam 2026

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GitHub GitHub-Copilot Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Privacy Fundamentals and Context Exclusions	15%–20%	- Protecting sensitive information - Configuring context exclusion rules
Topic 2: Prompt Crafting and Prompt Engineering	9%–15%	- Iterative improvement and context management - Designing effective prompts
Topic 3: GitHub Copilot Plans and Features	25%–31%	- Free, Pro, Business, Enterprise plans - Feature comparison and capabilities - Configuration and settings
Topic 4: How GitHub Copilot Works and Handles Data	10%–15%	- Architecture and underlying technology - Context collection and privacy controls - Data processing, retention, and usage policies
Topic 5: Responsible AI	7%–20%	- Ethical and safe use of AI tools - Legal and compliance considerations
Topic 6: Developer Use Cases for AI	14%–20%	- Code generation and completion - Integration with IDEs and workflows - Refactoring, documentation, and testing
Topic 7: Testing with GitHub Copilot	9%–15%	- Generating tests and validation - Verifying output quality and correctness

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GitHub CopilotCertification Exam Sample Questions (Q94-Q99):

NEW QUESTION # 94
What types of prompts or code snippets might be flagged by the GitHub Copilot toxicity filter?
(Each correct answer presents part of the solution. Choose two.)

A. Sexually suggestive or explicit content
B. Hate speech or discriminatory language (e.g., racial slurs, offensive stereotypes)
C. Code comments containing strong opinions or criticisms
D. Code that contains logical errors or produces unexpected results

Answer: A,B

Explanation:
GitHub Copilot includes a toxicity filter to prevent the generation of harmful or inappropriate content. This filter flags prompts or code snippets that contain hate speech, discriminatory language, or sexually suggestive or explicit content. This ensures a safe and respectful coding environment.

NEW QUESTION # 95
How can you improve the context used by GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

A. By opening the relevant tabs in your IDE
B. By adding variables (#selection) to your prompt
C. By adding the full file paths to your prompt of important files
D. By adding the important files to your .gitconfig

Answer: A,B

Explanation:
Improving the context for GitHub Copilot involves opening relevant files in your IDE to provide immediate context and adding relevant code snippets directly to your prompts to give Copilot specific examples and information.

NEW QUESTION # 96
Which of the following is the correct way to access the audit log events for GitHub Copilot Business?

A. Use the Audit log section in the organization's GitHub settings
B. Navigate to the Security tab in the organization's GitHub settings
C. Navigate to the Insights tab in the repository settings
D. Use the Code tab in the GitHub repository

Answer: A

Explanation:
Audit log events for GitHub Copilot Business can be accessed through the Audit log section within the organization's GitHub settings. This log provides a record of activities related to Copilot usage and configuration.

NEW QUESTION # 97
What are two techniques that can be used to improve prompts to GitHub Copilot? (Select two.)

A. Provide insight on where to get the content from to get a response
B. Provide specific success criteria
C. Provide links to supporting documentation
D. Provide all information about the utilized files

Answer: B,C

Explanation:
Improving prompts involves providing specific success criteria and including links to supporting documentation to give GitHub Copilot more context and direction.

NEW QUESTION # 98
How does GitHub Copilot Enterprise assist in code reviews during the pull request process?
(Select two.)

A. It generates a prose summary and a bulleted list of key changes for pull requests.
B. It can answer questions about the changeset of the pull request.
C. It automatically merges pull requests after an automated review.
D. It can validate the accuracy of the changes in the pull request.

Answer: A,B

Explanation:
GitHub Copilot Enterprise assists in code reviews by generating summaries of pull requests and answering questions about the changes made.

NEW QUESTION # 99
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