github GITHUB COPILOT Exam Questions

Questions for the GITHUB COPILOT were updated on : Nov 21 ,2025

Page 1 out of 5. Viewing questions 1-15 out of 65

Question 1

Which of the following statements best describes the impact of GitHub Copilot on the software
development process?

  • A. It decreases software vulnerabilities from third party dependencies.
  • B. It reduces overhead by automating testing workflows.
  • C. It increases productivity by automating repetitive coding tasks.
  • D. It replaces the need for developers in the software development process.
Answer:

C

User Votes:
A
50%
B
50%
C
50%
D
50%

Explanation:
GitHub Copilot primarily impacts the software development process by increasing productivity
through automating repetitive coding tasks.
Reference: GitHub Copilot impact documentation.

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Question 2

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

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

B, D

User Votes:
A
50%
B
50%
C
50%
D
50%

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

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Question 3

Which GitHub Copilot plan allows for prompt and suggestion collection?

  • A. GitHub Copilot Individuals
  • B. GitHub Copilot Business
  • C. GitHub Copilot Enterprise
  • D. GitHub Copilot Codespace
Answer:

C

User Votes:
A
50%
B
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C
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D
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Explanation:
GitHub Copilot Enterprise allows for prompt and suggestion collection, enabling organizations to
analyze and improve their usage of the tool.
Reference: GitHub Copilot Enterprise data collection documentation.

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Question 4

How does GitHub Copilot suggest code optimizations for improved performance?

  • A. By analyzing the codebase and suggesting more efficient algorithms or data structures.
  • B. By automatically rewriting the codebase to use more efficient code.
  • C. By enforcing strict coding standards that ensure optimal performance.
  • D. By providing detailed reports on the performance of the codebase.
Answer:

A

User Votes:
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50%
B
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C
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D
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Explanation:
GitHub Copilot suggests code optimizations by analyzing the codebase and recommending more
efficient algorithms or data structures.
Reference: GitHub Copilot code optimization documentation.

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Question 5

effectiveness of GitHub Copilot? (Each correct answer presents part of the solution. Choose two.) 1
1.
blog.yatricloud.com
blog.yatricloud.com

  • A. The API can generate detailed reports on code quality improvements made by GitHub Copilot.
  • B. The API can track the acceptance rate of code suggestions accepted and used in the organization.
  • C. The API can refactor your code to improve productivity.
  • D. The API can provide feedback on coding style and standards compliance.
  • E. The API can provide Copilot Chat specific suggestions acceptance metrics.
Answer:

B, E

User Votes:
A
50%
B
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C
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D
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E
50%

Explanation:
The GitHub Copilot usage metrics API provides insights into the acceptance rate of code suggestions
and Copilot Chat specific suggestions acceptance metrics, helping organizations evaluate its
effectiveness.
Reference: GitHub Copilot usage metrics API documentation.

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Question 6

How can GitHub Copilot be limited when it comes to suggesting unit tests?

  • A. GitHub Copilot can generate all types of unit tests, including those for edge cases and complex integration scenarios.
  • B. GitHub Copilot primarily suggests basic unit tests that focus on core functionalities, often requiring additional input from developers for comprehensive coverage.
  • C. GitHub Copilot can handle any complexity in code and automatically generate appropriate unit tests.
  • D. GitHub Copilot's limitations in generating unit tests can vary based on the IDE version you are using.
Answer:

B

User Votes:
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Explanation:
GitHub Copilot often suggests basic unit tests and may not cover all edge cases or complex
integration scenarios, requiring developers to supplement its suggestions.
Reference: GitHub Copilot testing limitations.

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Question 7

What is zero-shot prompting?

  • A. Giving as little context to GitHub Copilot as possible
  • B. Telling GitHub Copilot it needs to show only the correct answer
  • C. Only giving GitHub Copilot a question as a prompt and no examples
  • D. Giving GitHub Copilot examples of the problem you want to solve
  • E. Giving GitHub Copilot examples of the algorithm and outcome you want to use
Answer:

C

User Votes:
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Explanation:
Zero-shot prompting involves asking GitHub Copilot a question or giving a task without providing any
examples. This relies on the model's pre-existing knowledge to generate a response.
Reference: GitHub Copilot prompt engineering documentation.

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Question 8

What GitHub Copilot feature can be configured at the organization level to prevent GitHub Copilot
suggesting publicly available code snippets?

  • A. GitHub Copilot Chat in the IDE
  • B. GitHub Copilot Chat in GitHub Mobile
  • C. GitHub Copilot duplication detection filter
  • D. GitHub Copilot access to Bing
Answer:

C

User Votes:
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50%
B
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C
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D
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Explanation:
The duplication detection filter can be configured at the organization level to prevent GitHub Copilot
from suggesting publicly available code snippets.

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Question 9

What is the primary role of the /optimize slash command in Visual Studio?

  • A. Automatically formats the code according to the selected style guide.
  • B. Enhances the performance of the selected code by analyzing its runtime complexity.
  • C. Summarizes your documentation into more maintainable and readable formats.
  • D. Translates code into a more performant language.
Answer:

B

User Votes:
A
50%
B
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C
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D
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Explanation:
The /optimize slash command in Visual Studio enhances the performance of the selected code by
analyzing its runtime complexity and suggesting improvements.
Reference: GitHub Copilot Visual Studio commands.

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Question 10

Which REST API endpoint is used to modify details about a GitHub Copilot Business subscription?
(Each correct answer presents part of the solution. Choose two.)

  • A. Add teams to the Copilot subscription for an organization
  • B. Upgrade or downgrade the subscription tier
  • C. Migrate Copilot seat assignments between GitHub organizations
  • D. Reassign Copilot seats based on GitHub repository size
  • E. Remove teams from the Copilot subscription for an organization
Answer:

A, E

User Votes:
A
50%
B
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C
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D
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E
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Explanation:
The REST API endpoints are used to add and remove teams from the Copilot Business subscription
within an organization.
Reference: GitHub Copilot Business API documentation.

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Question 11

What is a likely effect of GitHub Copilot being trained on commonly used code patterns?

  • A. Suggest homogeneous solutions if provided a diverse data set.
  • B. Suggest innovative coding solutions that are not yet popular.
  • C. Suggest code snippets that reflect the most common practices in the training data.
  • D. Suggest completely novel projects, while reducing time on a project.
Answer:

C

User Votes:
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50%
B
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C
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D
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Explanation:
GitHub Copilot is likely to suggest code snippets that reflect common practices in its training data, as
it learns from frequently used patterns.
Reference: GitHub Copilot training data documentation.

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Question 12

An independent contractor develops applications for a variety of different customers. Assuming no
concerns from their customers, which GitHub Copilot plan is best suited?

  • A. GitHub Copilot Individual
  • B. GitHub Copilot Business
  • C. GitHub Copilot Business for non-GHE Customers
  • D. GitHub Copilot Enterprise
  • E. GitHub Copilot Teams
Answer:

A

User Votes:
A
50%
B
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C
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D
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E
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Explanation:
For an independent contractor, GitHub Copilot Individual is the most suitable and cost-effective plan.
Reference: GitHub Copilot pricing documentation.

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Question 13

Why might a Generative AI (Gen AI) tool create inaccurate outputs?

  • A. The Gen AI tool is overloaded with too many requests at once.
  • B. The Gen AI tool is experiencing downtime and is not fully recovered.
  • C. The Gen AI tool is programmed with a focus on creativity over factual accuracy.
  • D. The training data might contain biases or inconsistencies.
Answer:

D

User Votes:
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B
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Explanation:
Gen AI tools can produce inaccurate outputs if the training data contains biases or inconsistencies,
which can lead to flawed or misleading results.
Reference: Generative AI limitations documentation.

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Question 14

What is a limitation of content exclusions?

  • A. Content exclusions can be worked around as it is only available for Git repositories.
  • B. Content exclusions can only be configured by an enterprise administrator.
  • C. Content exclusions are only available in the GitHub Copilot Individual plan.
  • D. Repository administrators and organization owners cannot manage content exclusion settings.
Answer:

A

User Votes:
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Explanation:
A limitation is that content exclusions are only available for Git repositories, meaning they can be
worked around if content is accessed through other means.
Reference: GitHub Copilot content exclusion documentation.

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Question 15

Which of the following is a risk associated with using AI?

  • A. AI algorithms are incapable of perpetuating existing biases.
  • B. AI systems can sometimes make decisions that are difficult to interpret.
  • C. AI eliminates the need for data privacy regulations.
  • D. AI replaces the need for developer opportunities in most fields.
Answer:

B

User Votes:
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B
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Explanation:
A risk associated with AI is that its decisions can be difficult to interpret, leading to a lack of
transparency and potential misunderstandings.
Reference: AI risk management documentation.

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