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| Topic | Details |
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| Topic 1 | - Domain 6: Testing with GitHub Copilot: This section measures abilities of QA Engineers and Test Automation Specialists to use Copilot for test generation, including unit and integration tests. It explains how Copilot can identify edge cases and assist in writing assertions. The domain also covers different Copilot subscription SKUs, privacy considerations, organizational code suggestion settings, and configuration files related to Copilot.
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| Topic 2 | - GitHub Copilot Plans and Feature: This domain targets Product Managers and DevOps Engineers and focuses on understanding the various GitHub Copilot subscription plans like Individual, Business, and Enterprise, including distinctions and management features. It covers how Copilot is integrated into IDEs, different triggering methods for code suggestions, organizational policy management, subscription administration via API, and effective use of Copilot Chat and Knowledge Bases. Candidates also learn about CLI usage and configuration.
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| Topic 3 | - Developer Use Cases for AI: Targeting Software Engineers and Technical Leads, this domain elaborates on how AI improves developer productivity across common tasks like learning new languages, translation, documentation, debugging, data science, and refactoring. It discusses Copilotโs support in software development lifecycle management and highlights its limitations. Use of the productivity API to track Copilotโs impact is also included.
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Microsoft GitHub Copilot Sample Questions (Q82-Q87):
NEW QUESTION # 82
What two options navigate to configure duplicate detection? (Each correct answer presents part of the solution. Choose two.)
- A. Organization settings # Copilot # Policies
- B. Repository settings # Copilot # Policies
- C. Enterprise settings # Copilot # Policies
- D. User settings # Copilot # Policies
Answer: A,C
Explanation:
"Duplicate detection and blocking of public code matches can be configured by enterprise administrators in enterprise or organization-level Copilot policies." This confirms that enterprise and organization settings are the correct paths.
References: GitHub Copilot policy configuration documentation.
NEW QUESTION # 83
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. Upgrade or downgrade the subscription tier
- B. Migrate Copilot seat assignments between GitHub organizations
- C. Reassign Copilot seats based on GitHub repository size
- D. Remove teams from the Copilot subscription for an organization
- E. Add teams to the Copilot subscription for an organization
Answer: D,E
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.
NEW QUESTION # 84
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. Screenshots
- D. Design patterns
- E. Documentation
Answer: A,D,E
Explanation:
"GitHub Copilot Knowledge Bases allow you to ask questions about your organization's documentation, design patterns, and code snippets." This proves that Copilot Knowledge Base can work with code snippets, documentation, and design patterns, but not binaries or screenshots.
References: GitHub Copilot Enterprise Knowledge Base documentation.
NEW QUESTION # 85
What GitHub Copilot configuration needs to be enabled to protect against IP infringements?
- A. Blocking public code matches
- B. Allowing public code matches
- C. Blocking license check configuration
- D. Allowing license check configuration
Answer: A
Explanation:
"By default, suggestions matching public code are allowed, but you can choose to block public code matches.
This setting can be enabled to reduce the risk of intellectual property infringement." This shows that enabling "Blocking public code matches" is the configuration required to protect against IP issues.
References: GitHub Copilot configuration settings documentation.
NEW QUESTION # 86
What is the impact of the "Fill-In-the-Middle" (FIM) technique on GitHub Copilot's code suggestions?
- A. Improves suggestions by considering both the prefix and suffix of the code, filling in the middle part more accurately.
- B. Allows Copilot to generate suggestions based only on the prefix of the code.
- C. Restricts Copilot to use only external databases for generating code suggestions.
- D. Ignores both the prefix and suffix of the code, focusing only on user comments for context.
Answer: A
Explanation:
"Fill-in-the-Middle (FIM) enables Copilot to consider both prefix and suffix code, generating more accurate suggestions for the missing middle portion." This makes option D correct, as it explains how FIM enhances suggestion accuracy.
References: GitHub Copilot model training and FIM technique documentation.
NEW QUESTION # 87
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