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What is the primary characteristic of vibe coding?
Writing code line-by-line with traditional development methods.
Describing desired product experiences in natural language rather than writing code line-by-line.
Using only visual programming interfaces without any text-based coding.
Which group can benefit from vibe coding for rapid prototyping without extensive programming knowledge?
Only experienced software developers.
Nonprogrammers such as sales professionals, teachers, and engineers.
Only data scientists and AI specialists.
What is a key limitation of vibe coding that requires experienced developer oversight?
It can't generate any functional code.
It only works with visual programming languages.
AI-generated code may introduce technical debt and lack proper architecture without expert review.
What are the three main phases of the vibe coding process?
Planning, Testing, and Deployment.
Envision and plan, Develop initial prototype, and Iterative development of features.
Research, Implementation, and Documentation.
What is the purpose of the five-step feedback loop in vibe coding's iterative development phase?
To replace the need for human oversight in development.
To maintain momentum while ensuring quality through Prompt, Suggestion, Review, Refine, and Repeat cycles.
To automate the entire software development lifecycle.
How does vibe coding help maintain developer flow state?
By eliminating the need for any planning or documentation.
By reducing context switching and providing immediate feedback through natural language interfaces.
By automating all coding decisions without developer input.
What makes a prompt effective when working with GitHub Copilot?
Using only technical jargon and complex terminology.
Starting general then getting specific, providing concrete examples, and eliminating ambiguity.
Making requests as brief as possible without any context.
When should a developer break down complex tasks in their prompts to GitHub Copilot?
Never, because it confuses the AI.
Only when working with legacy code.
When facing complex tasks to make them more manageable and get better results.
What should a developer do when GitHub Copilot's initial response doesn't meet their expectations?
Immediately start over with a different approach.
Iterate on their prompt by adding more context, being more specific, or asking follow-up questions.
Accept the response as-is since AI suggestions are always optimal.
What is the primary purpose of creating a Product Requirements Document (PRD) in vibe coding?
To replace the need for any wireframes or visual planning.
To serve as a blueprint that guides development and provides clear guidance for AI assistants.
To satisfy legal compliance requirements only.
How should features be prioritized when creating an MVP using vibe coding?
All features should be implemented simultaneously without prioritization.
Organize features into must-have, should-have, and could-have categories.
Only implement the most complex features first.
What role do wireframe diagrams play in the vibe coding process?
They're optional and add unnecessary complexity to the process.
They provide visual representation of application structure and help bridge the gap between written requirements and implementation.
They replace the need for any written requirements or planning.
What are custom instructions in GitHub Copilot Chat designed to do?
Limit the AI's capabilities to prevent errors.
Automatically incorporate coding practices and project requirements into every chat request.
Replace the need for writing any prompts or questions.
Which file location provides cross-editor support for GitHub Copilot custom instructions?
Visual Studio Code settings only.
.github/copilot-instructions.md file at workspace root.
.github/copilot-instructions.md
Multiple .instructions.md files in any location.
.instructions.md
What is the advantage of using the applyTo metadata in .instructions.md files?
applyTo
It makes the instructions apply to all files regardless of type.
It prevents the instructions from being used accidentally.
It enables automatic application of instructions based on file patterns and glob matching.
You must answer all questions before checking your work.
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