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GH-300 GitHub Copilot Exam Questions and Answers

Questions 4

What is the main purpose of the duplication detection filter in GitHub Copilot?

Options:

A.

To compare user-generated code against a private repository for potential matches.

B.

To allow administrators to control which suggestions are visible to developers based on custom criteria.

C.

To encourage the user to follow coding best practices preventing code duplication.

D.

To detect and block suggestions that match public code snippets on GitHub if they contain about 150 characters.

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Questions 5

What practices enhance the quality of suggestions provided by GitHub Copilot? (Select three.)

Options:

A.

Clearly defining the problem or task

B.

Including personal information in the code comments

C.

Using meaningful variable names

D.

Providing examples of desired output

E.

Use a .gitignore file to exclude irrelevant files

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Questions 6

How can GitHub Copilot facilitate a smoother learning experience when diving into a new programming language? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

GitHub Copilot Chat can provide guidance and support for common coding tasks and challenges in the targeted programming language.

B.

GitHub Copilot ' s /understand command will help GitHub Copilot to understand code written in a targeted programming language.

C.

GitHub Copilot can provide contextualized code suggestions and answer sources from an organization ' s documentation.

D.

GitHub Copilot can convert comments into code to grasp the syntax and nuances of a new programming language.

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Questions 7

How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Monthly as a subscription

B.

Annually as a subscription

C.

Monthly, as a metered service based on actual consumption

D.

Free (not billed) for all open source projects

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Questions 8

Which of the following steps correctly demonstrates how to establish an organization-wide policy for GitHub Copilot Business to restrict its use to certain repositories?

Options:

A.

Apply policies through the GitHub Actions configuration

B.

Create a copilot.policy file in each repository

C.

Configure the policies in the organization settings

D.

Create a copilot.policy in the .github repository

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Questions 9

When crafting prompts for GitHub Copilot, what is a recommended strategy to enhance the relevance of the generated code?

Options:

A.

Keep the prompt as short as possible, using single words or brief phrases.

B.

Write the prompt in natural language without any programming language.

C.

Avoid mentioning the programming language to allow for more flexible suggestions.

D.

Provide examples of expected input and output within the prompt.

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Questions 10

Which of the following prompts can be used to guide GitHub Copilot Chat in refactoring code for quality improvements? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

" Show me how to improve the readability of this function. "

B.

" Suggest ways to enhance the maintainability of this code segment. "

C.

" Refactor my application to meet the latest coding standards. "

D.

" Predict future coding trends and update my codebase accordingly. "

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Questions 11

Are there any limitations to consider when using GitHub Copilot for code refactoring?

Options:

A.

GitHub Copilot may not always produce optimized or best-practice code for refactoring.

B.

GitHub Copilot can only be used with a limited set of programming languages.

C.

GitHub Copilot always produces bug-free code during refactoring.

D.

GitHub Copilot understands the context of your entire project and refactors code accordingly.

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Questions 12

How can the concept of fairness be integrated into the process of operating an AI tool?

Options:

A.

Focusing on accessibility will ensure fairness.

B.

Focusing on collecting large datasets for training will ensure fairness.

C.

Regularly monitoring the AI tool ' s performance will ensure fairness in its outputs.

D.

Training AI data and algorithms to be free from biases will ensure fairness.

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Questions 13

What are the potential limitations of GitHub Copilot in maintaining existing codebases?

Options:

A.

GitHub Copilot can independently manage and resolve all merge conflicts in version control.

B.

GitHub Copilot might not fully understand the context and dependencies within a large codebase.

C.

GitHub Copilot ' s suggestions are always aware of the entire codebase.

D.

GitHub Copilot can refactor and optimize the entire codebase up to 10,000 lines of code.

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Questions 14

In what ways can GitHub Copilot contribute to the design phase of the Software Development Life Cycle (SDLC)?

Options:

A.

GitHub Copilot can independently create a complete software design.

B.

GitHub Copilot can suggest design patterns and best practices relevant to the project.

C.

GitHub Copilot can manage design team collaboration and version control.

D.

GitHub Copilot can generate user interface (UI) prototypes without prompting.

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Questions 15

How does GitHub Copilot Chat utilize its training data and external sources to generate responses when answering coding questions?

Options:

A.

It primarily relies on the model ' s training data to generate responses.

B.

It primarily uses search results from Bing to generate responses.

C.

It combines its training data set, code in user repositories, and external sources like Bing to generate responses.

D.

It uses user-provided documentation exclusively to generate responses.

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Questions 16

Which of the following statements correctly describes how GitHub Copilot Individual uses prompt data? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Prompt data is stored unencrypted for faster processing.

B.

Prompt data is used internally by GitHub for improving the search engine.

C.

Prompt data is used to train machine learning models for better code suggestions.

D.

Real-time user input helps generate context-aware code suggestions.

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Questions 17

Which principle emphasizes that AI systems should be understandable and provide clear information on how they work?

Options:

A.

Fairness

B.

Transparency

C.

Inclusiveness

D.

Accountability

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Questions 18

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

Options:

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.

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Questions 19

What GitHub Copilot configuration needs to be enabled to protect against IP infringements?

Options:

A.

Blocking public code matches

B.

Blocking license check configuration

C.

Allowing public code matches

D.

Allowing license check configuration

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Questions 20

What method can a developer use to generate sample data with GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)  

Options:

A.

Utilizing GitHub Copilot ' s ability to create fictitious information from patterns in training data.

B.

Leveraging GitHub Copilot ' s ability to independently initiate and manage data storage services.

C.

Utilize GitHub Copilot ' s capability to directly access and use databases to create sample data.

D.

Leveraging GitHub Copilot ' s suggestions to create data based on API documentation in the repository.

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Questions 21

You have a developer device named Device1 that runs macOS and has Homebrew installed.

Device1 will be used by a developer who has a GitHub Copilot plan.

You have a GitHub Enterprise Cloud enterprise account that has data residency at contoso.ghe.com.

You need to install the GitHub Copilot CLI on Device1 and start interactive authentication against the correct GitHub host.

Which two commands should you run in sequence?

Options:

A.

brew install --cask copilot-cli → copilot login --host https://contoso.ghe.com

B.

brew install copilot-cli → gh auth login --hostname contoso.ghe.com

C.

brew install --cask copilot-cli → copilot login --host https://github.com

D.

npm install -g @github/copilot → gh auth login --hostname github.com

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Questions 22

When using GitHub Copilot Chat to generate boilerplate code for various test types, how can you guide the AI to follow the testing standards of your company?

Options:

A.

By using a specific setting in GitHub Copilot ' s configuration.

B.

By using a specific command in the terminal.

C.

By using specific prompt examples in your chat request.

D.

By using a specific slash command in the prompt.

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Questions 23

What role does the pre-processing of user input play in the data flow of GitHub Copilot Chat?

Options:

A.

It filters out irrelevant information from the user ' s input prompt.

B.

It enriches the input prompt with additional context before passing it to the language model.

C.

It directly generates a response based on the user ' s input prompt.

D.

It formats the output response before presenting it to the user.

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Questions 24

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

Options:

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.

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Questions 25

1.

blog.yatricloud.com

blog.yatricloud.com

Options:

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.

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Questions 26

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

Options:

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.

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Questions 27

GitHub Copilot in the Command Line Interface (CLI) can be used to configure the following settings: (Each correct answer presents part of the solution. Choose two.)

Options:

A.

The default execution confirmation

B.

Usage analytics

C.

The default editor

D.

GitHub CLI subcommands

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Questions 28

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

Options:

A.

Avoid using Copilot for complex tasks.

B.

Disable Copilot ' s inline suggestions.

C.

Regularly review and refactor the code suggested by Copilot.

D.

Rely solely on Copilot ' s suggestions without reviewing them.

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Questions 29

What type of information can you retrieve through GitHub Copilot Business Subscriptions via REST API? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Get a summary of GitHub Copilot usage for organization members

B.

List all GitHub Copilot seat assignments for an organization

C.

View code suggestions for a specific user

D.

List of all unsubscribed GitHub Copilot members within an organization

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Questions 30

What do you check when GitHub Copilot content exclusions are not working? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

If GitHub Copilot can connect to the server selected in your user settings.

B.

If the user is part of the content exclusion team that limits the use of content exclusions.

C.

If the content exclusion settings changed in the last 30 minutes or before that.

D.

If the user is in an organization that has content exclusions configured.

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Questions 31

What is the correct way to access the audit log events for GitHub Copilot Business?

Options:

A.

Navigate to the Security tab in the organization ' s GitHub settings

B.

Navigate to the Insights tab in the repository settings

C.

Use the Audit log section in the organization ' s GitHub settings

D.

Use the Code tab in the GitHub repository

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Questions 32

A team is using GitHub Copilot Individual in their daily development activities. They need to exclude specific files from being used to inform code completion suggestions. How can they achieve this?

Options:

A.

Have an organization owner configure content exclusions

B.

Add a .gitignore file to the repo

C.

Have a repo administrator configure content exclusions

D.

Use the #file Chat variable to exclude the files

E.

Upgrade to Copilot Business

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Questions 33

You are deploying a new development environment to a Windows 11 device.

You need to install GitHub Copilot CLI, and then start an interactive GitHub Copilot CLI session.

Which command should you run for each requirement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

GH-300 Question 33

Options:

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Questions 34

When can GitHub Copilot still use content that was excluded using content exclusion?

Options:

A.

When the user prompts with @workspace.

B.

When the repository-level settings allow overrides by the user.

C.

If the contents of an excluded file are referenced in code that is not excluded, for example function calls.

D.

If the content exclusion was configured at the enterprise level, and is overwritten at the organization level.

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Questions 35

How can GitHub Copilot assist in maintaining consistency across your tests?

Options:

A.

By identifying a pattern in the way you write tests and suggesting similar patterns for future tests.

B.

By automatically fixing all tests in the code based on the context.

C.

By providing documentation references based on industry best practices.

D.

By writing the implementation code for the function based on context.

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Questions 36

You recently ended an interactive GitHub Copilot CLI session.

You need to start a new session that meets the following requirements:

• Provides a list of previously saved interactive sessions

• Resumes the most recently ended session

Which command should you run for each requirement? Each command may be used once, more than once, or not at all.

GH-300 Question 36

Options:

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Questions 37

Which scenarios can GitHub Copilot Chat be used to increase productivity? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

A project plan for the team needs to be generated using a project management software.

B.

Create a documentation file for the newly created code base.

C.

A developer is added to a new project and would like to understand the current software code.

D.

Fast tracking of release management activities to move code to production main branch.

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Questions 38

How do you generate code suggestions with GitHub Copilot in the CLI?

Options:

A.

Write code comments - > Press the suggestion shortcut - > Select the best suggestion from the list.

B.

Use copilot suggest - > Write the command you want - > Select the best suggestion from the list.

C.

Type out the code snippet - > Use the copilot refine command to enhance it - > Review the suggested command.

D.

Describe the project ' s architecture - > Use the copilot generate command - > Accept the generated suggestion.

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Exam Code: GH-300
Exam Name: GitHub Copilot Exam
Last Update: Oct 12, 2026
Questions: 129

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