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GitHub GitHub-Copilot Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Improve Developer Productivity	10-15%	- Agent workflows, productivity, SDLC integration
Topic 2: GitHub Copilot Features	25-30%	- Multi-model, Agent Mode, Mission Control, BYOK
Topic 3: Responsible AI	15-20%	- Ethics, validation, bias mitigation, transparency
Topic 4: Understand GitHub Copilot Data and Architecture	10-15%	- Pipeline, MCP, context gathering, data handling
Topic 5: Configure Privacy, Exclusions, Safeguards	10-15%	- Agent permissions, content exclusions, org policies
Topic 6: Apply Prompt Engineering and Context	10-15%	- Model-specific prompting, context files, best practices

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GitHub CopilotCertification Exam Sample Questions (Q77-Q82):

NEW QUESTION # 77
Which of the following is correct about GitHub Copilot Knowledge Bases?

A. All repos are indexed
B. All file types are indexed
C. It is an Enterprise feature
D. Indexing is static

Answer: C

Explanation:
GitHub Copilot Knowledge Bases is an Enterprise feature that allows the tool to use an organization's internal documentation and code for more accurate and relevant suggestions.

NEW QUESTION # 78
Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?

A. Code suggestions made by GitHub Copilot
B. Accepted chat suggestions
C. Changes to content exclusion settings
D. Suggestions blocked by duplication detection filtering

Answer: C

NEW QUESTION # 79
How does GitHub Copilot typically handle code suggestions that involve deprecated features or syntax of programming languages?

A. GitHub Copilot automatically updates deprecated features in its suggestions to the latest version.
B. GitHub Copilot may suggest deprecated syntax or features if they are present in its training data.
C. GitHub Copilot rejects all prompts involving deprecated features to avoid compilation errors.
D. GitHub Copilot always filters out deprecated elements to promote the use of current standards.

Answer: B

Explanation:
GitHub Copilot generates suggestions from patterns in its training corpus, so if deprecated syntax or features were part of that data, it can still propose them-developers must review and update any outdated code.

NEW QUESTION # 80
What is one of the recommended practices when using GitHub Copilot Chat to enhance code quality?

A. Disable Copilot's inline suggestions.
B. Rely solely on Copilot's suggestions without reviewing them.
C. Avoid using Copilot for complex tasks.
D. Regularly review and refactor the code suggested by Copilot.

Answer: D

Explanation:
Regularly reviewing and refactoring Copilot's output helps ensure that generated code adheres to your project's quality standards and catches any issues early.

NEW QUESTION # 81
Which Copilot Enterprise features are available in all commercially supported IDEs?

A. Inline suggestions
B. Chat
C. Pull request summaries
D. Knowledge bases

Answer: A,B

Explanation:
Chat: The Copilot Chat pane is integrated into every commercially supported IDE, letting you ask coding questions and get conversational assistance directly in your editor.
Inline suggestions: Real‑time code completions ("inline suggestions") appear as you type in all supported IDEs, providing context‑aware code snippets without leaving your editor.

NEW QUESTION # 82
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