GitHub Copilot Exam Questions and Answers
You have a GitHub repository named Repo1 that has GitHub Copilot enabled.
The developers at your company use Repo1 in Microsoft Visual Studio Code.
You need to identify potentially unoriginal suggestions and prevent secrets from being committed to Repo1. The solution must ensure that the developers can use inline GitHub Copilot suggestions in Visual Studio Code.
Which two actions should you perform? Each correct answer presents part of the solution.
How can GitHub Copilot be limited when it comes to suggesting unit tests?
How does GitHub Copilot Chat utilize its training data and external sources to generate responses when answering coding questions?
How can you get multiple suggestions from GitHub Copilot?
When using GitHub Copilot to identify missing tests in your codebase, which of the following is the most important factor to consider?
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.)
How does GitHub Copilot typically handle code suggestions that involve deprecated features or syntax of programming languages?
Why is it important to ensure the security of the code used in Generative AI (Gen AI) tools?
Which of the following is correct about GitHub Copilot Knowledge Bases?
Which of the following is a risk associated with using AI?
How can you improve the context used by GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)
What can be done during AI development to minimize bias?
Which GitHub Copilot pricing plans include features that exclude your GitHub Copilot data like usage, prompts, and suggestions from default training GitHub Copilot? (Choose two correct answers.)
How can GitHub Copilot assist with code refactoring tasks?
Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?
When can GitHub Copilot still use content that was excluded using content exclusion?
You have a GitHub Copilot subscription.
You need to start an interactive GitHub Copilot CLI session from the root folder of a project.
If you are NOT authenticated, GitHub Copilot must prompt you to sign in.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

What reasons could apply if code suggestions are not working in your editor? (Select three.)
Why might a Generative AI (Gen AI) tool create inaccurate outputs?
What are the effects of content exclusions? (Each correct answer presents part of the solution. Choose two.)
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.

Identify the steps involved in the life cycle of a GitHub Copilot code suggestion? (Each correct answer presents part of the solution. Choose two.)
How can the concept of fairness be integrated into the process of operating an AI tool?
What should developers consider when relying on GitHub Copilot for generating code that involves statistical analysis?
What is a limitation of content exclusions?
What is the primary role of the /optimize slash command in Visual Studio?
How does GitHub Copilot Chat help in understanding the existing codebase?
You start GitHub Copilot CLI from a directory named /repo/app. You store test files in a directory named /repo/tests.
You need to add /repo/tests as a trusted directory without restarting GitHub Copilot CLI. The solution must ensure that GitHub Copilot can access and modify the files.
How should you complete the command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

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.)
What types of content can GitHub Copilot Knowledge Base answer questions about? (Each correct answer presents part of the solution. Choose three.)
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.)
What is the impact of the " Fill-In-the-Middle " (FIM) technique on GitHub Copilot ' s code suggestions?
How can the insights gained from the metrics API be used to improve the development process in conjunction with GitHub Copilot?
When using GitHub Copilot Chat to generate unit tests, which slash command would you use?
In what ways can GitHub Copilot contribute to the design phase of the Software Development Life Cycle (SDLC)?
Identify the right use cases where GitHub Copilot Chat is most effective. (Each correct answer presents part of the solution. Choose two.)
How does GitHub Copilot Enterprise assist in code reviews during the pull request process? (Select two.)
When can GitHub Copilot still use content that was excluded using content exclusion?


