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GH-300 GitHub Copilot Exam Question and Answers

Question # 4

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

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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Question # 5

What role does chat history play in GitHub Copilot's code suggestions?

A.

Chat history is used to train the GitHub Copilot model in real-time.

B.

Chat history provides context to GitHub Copilot, improving the relevance and accuracy of its code suggestions.

C.

Chat history is stored and shared with other users to enhance collaboration.

D.

Chat history is irrelevant to GitHub Copilot and does not affect its functionality.

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Question # 6

What is a benefit of using custom models in GitHub Copilot?

A.

Responses are faster to produce and appear sooner

B.

Responses use practices and patterns in your repositories

C.

Responses use the organization's LLM engine

D.

Responses are guaranteed to be correct

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Question # 7

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

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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Question # 8

How can you use GitHub Copilot to get inline suggestions for refactoring your code? (Select two.)

A.

By adding comments to your code and triggering a suggestion.

B.

By highlighting the code you want to fix, right-clicking, and selecting "Fix using GitHub Copilot."

C.

By running the gh copilot fix command.

D.

By using the "/fix" command in GitHub Copilot in-line chat.

E.

By highlighting the code you want to fix, right-clicking, and selecting "Refactor using GitHub Copilot."

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Question # 9

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.

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Question # 10

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

A.

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

B.

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

C.

Use gh copilot suggest → Write the command you want → Select the best suggestion from the list.

D.

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

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Question # 11

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

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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Question # 12

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.

Hate speech or discriminatory language (e.g., racial slurs, offensive stereotypes)

B.

Sexually suggestive or explicit content

C.

Code that contains logical errors or produces unexpected results

D.

Code comments containing strong opinions or criticisms

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Question # 13

What reasons could apply if code suggestions are not working in your editor? (Select three.)

A.

You are working in files included in your .gitignore

B.

You do not have an active internet connection

C.

Your programming language is not supported

D.

Your content exclusion is active and blocks the use of GitHub Copilot

E.

You do not have a valid GitHub Copilot license

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Question # 14

Where can you validate if GitHub Copilot is not returning suggestions because of content exclusions?

A.

The GitHub Copilot icon in the status bar of the editor will display a message

B.

The GitHub Copilot logs on GitHub.com under your user settings

C.

The code suggestions window will display a warning message

D.

The GitHub Copilot errors panel in your IDE

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Question # 15

How does the /tests slash command assist developers?

A.

Constructs detailed test documentation.

B.

Creates unit tests for the selected code.

C.

Integrates with external testing frameworks.

D.

Executes test cases to find issues with the code.

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Question # 16

What are the potential risks associated with relying heavily on code generated from GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

A.

GitHub Copilot may introduce security vulnerabilities by suggesting code with known exploits.

B.

GitHub Copilot may decrease developer velocity by requiring too much time in prompt engineering.

C.

GitHub Copilot's suggestions may not always reflect best practices or the latest coding standards.

D.

GitHub Copilot may increase development lead time by providing irrelevant suggestions.

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Question # 17

How does GitHub Copilot utilize chat history to enhance its code completion capabilities?

A.

By using chat history to offer personalized code snippets based on previous prompts.

B.

By logging chat history to monitor user activity and ensure compliance with coding standards.

C.

By analyzing past chat interactions to identify common programming patterns and errors.

D.

By sharing chat history with third-party services to improve integration and functionality.

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Question # 18

A company is currently storing code in Bitbucket and would like to use GitHub Copilot. Which GitHub Copilot plan will be most cost effective to allow them to manage users with their Identity Provider (e.g. Okta)?

A.

GitHub Copilot Business for non-GHE customers

B.

GitHub Copilot Individual

C.

GitHub Copilot Enterprise

D.

GitHub Copilot Teams

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Question # 19

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

A.

Blocking public code matches

B.

Blocking license check configuration

C.

Allowing public code matches

D.

Allowing license check configuration

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Question # 20

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

A.

Translates code into a more performant language.

B.

Enhances the performance of the selected code by analyzing its runtime complexity.

C.

Automatically formats the code according to the selected style guide.

D.

Summarizes your documentation into more maintainable and readable formats.

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Question # 21

What types of content can GitHub Copilot Knowledge Base answer questions about? (Each correct answer presents part of the solution. Choose three.)

A.

Code snippets

B.

Compiled binaries

C.

Documentation

D.

Design patterns

E.

Screenshots

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Question # 22

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.)

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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Question # 23

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

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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Question # 24

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.

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Question # 25

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

A.

Fairness

B.

Transparency

C.

Inclusiveness

D.

Accountability

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Question # 26

Which of the following describes role prompting?

A.

Describing in your prompt what your role is to get a better suggestion

B.

Tell GitHub Copilot in what tone of voice it should respond

C.

Prompt GitHub Copilot to explain what was the role of a suggestion

D.

Giving GitHub Copilot multiple examples of the form of the data you want to use

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Question # 27

What is few-shot prompting?

A.

Telling GitHub Copilot about the mechanism you want it to use and how to incorporate that into the response

B.

Telling GitHub Copilot from which sources it should base the response on

C.

Telling GitHub Copilot to try multiple times to answer the prompt

D.

Telling GitHub Copilot to iterate several times on the answer before returning it to you

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Question # 28

Select a strategy to increase the performance of GitHub Copilot Chat.

A.

Optimize the usage of memory-intensive operations within generated code

B.

Apply prompt engineering techniques to be more specific

C.

Use a single GitHub Copilot Chat query to find resolutions for the collection of technical requirements

D.

Limit the number of concurrent users accessing GitHub Copilot Chat

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Question # 29

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.)

A.

The default execution confirmation

B.

Usage analytics

C.

The default editor

D.

GitHub CLI subcommands

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Question # 30

Which of the following scenarios best describes the intended use of GitHub Copilot Chat as a tool?

A.

A complete replacement for developers generating code.

B.

A productivity tool that provides suggestions, but relying on human judgment.

C.

A solution for software development, requiring no additional input or oversight.

D.

A tool solely designed for debugging and error correction.

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Question # 31

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

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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Question # 32

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

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Question # 33

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 relevant code snippets to your prompt

C.

By adding the important files to your .gitconfig

D.

By adding the full file paths to your prompt of important files

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Question # 34

Why is it important to ensure the security of the code used in Generative AI (Gen AI) tools?

A.

Ensuring code security prevents unauthorized access and potential data breaches.

B.

Ensuring code security supports the development of more advanced AI features.

C.

Ensuring code security enables the AI system to handle larger datasets effectively.

D.

Ensuring code security maintains the integrity of the AI system.

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Question # 35

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

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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Question # 36

What is the best way to share feedback about GitHub Copilot Chat when using it on GitHub Mobile?

A.

The Settings menu in the GitHub Mobile app.

B.

The feedback section on the GitHub website.

C.

Use the emojis in the Copilot Chat interface.

D.

By tweeting at GitHub's official X (previously known as Twitter) account.

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