Vibe-Checking AI Code Before You Run It

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-aicoding-vibe-check-the-output-r7a8-teen

1. What is the core idea behind "Vibe-Checking AI Code Before You Run It"?

   1. A 30-second skim of AI code for obvious red flags catches more bugs than running it would.
   2. bisect
   3. Catch issues that require runtime knowledge
   4. Know which use cases your team considers primary.

2. Which term best describes a foundational idea in "Vibe-Checking AI Code Before You Run It"?

   1. AI output review
   2. code review
   3. red flags
   4. skim reading

3. A learner studying Vibe-Checking AI Code Before You Run It would need to understand which concept?

   1. code review
   2. red flags
   3. AI output review
   4. skim reading

4. Which of these is directly relevant to Vibe-Checking AI Code Before You Run It?

   1. code review
   2. AI output review
   3. skim reading
   4. red flags

5. Which of the following is a key point about Vibe-Checking AI Code Before You Run It?

   1. You skim and notice `import requests` in JavaScript — Claude hallucinated a Python import.
   2. ChatGPT used a function called `fetchUserData()` that doesn't exist in your codebase — vibe-check ca…
   3. Cursor used 4-space indents in a 2-space file — small but fixable before commit.
   4. Copilot wrote `password === 'admin123'` as a placeholder — you'd hate to ship that.

6. Which of these does NOT belong in a discussion of Vibe-Checking AI Code Before You Run It?

   1. ChatGPT used a function called `fetchUserData()` that doesn't exist in your codebase — vibe-check ca…
   2. Cursor used 4-space indents in a 2-space file — small but fixable before commit.
   3. You skim and notice `import requests` in JavaScript — Claude hallucinated a Python import.
   4. bisect

7. What is the key insight about "The rule" in the context of Vibe-Checking AI Code Before You Run It?

   1. bisect
   2. Catch issues that require runtime knowledge
   3. Skim before you run. Run before you commit. Commit before you push. Each step catches different mistakes.
   4. Know which use cases your team considers primary.

8. What is the recommended tip about "Review before you run" in the context of Vibe-Checking AI Code Before You Run It?

   1. bisect
   2. Catch issues that require runtime knowledge
   3. Know which use cases your team considers primary.
   4. AI code is a first draft. Read through it, understand each line, and test on sample inputs before merging into real proj…

9. Which statement accurately describes an aspect of Vibe-Checking AI Code Before You Run It?

   1. Whether the code came from Claude, ChatGPT, Cursor, or Copilot, you should never run it without a vibe check first.
   2. bisect
   3. Catch issues that require runtime knowledge
   4. Know which use cases your team considers primary.

10. What does working with Vibe-Checking AI Code Before You Run It typically involve?

    1. bisect
    2. Set a personal rule for one week: every AI-generated block gets a 30-second skim before execution. Count how many red flags you catch.
    3. Catch issues that require runtime knowledge
    4. Know which use cases your team considers primary.

11. Which best describes the scope of "Vibe-Checking AI Code Before You Run It"?

    1. It is unrelated to ai-coding workflows
    2. It applies only to the opposite beginner tier
    3. It focuses on A 30-second skim of AI code for obvious red flags catches more bugs than running it would.
    4. It was deprecated in 2024 and no longer relevant

12. Which section heading best belongs in a lesson about Vibe-Checking AI Code Before You Run It?

    1. bisect
    2. Catch issues that require runtime knowledge
    3. Know which use cases your team considers primary.
    4. Some examples

13. Which section heading best belongs in a lesson about Vibe-Checking AI Code Before You Run It?

    1. Try it!
    2. bisect
    3. Catch issues that require runtime knowledge
    4. Know which use cases your team considers primary.

14. Which of the following is a concept covered in Vibe-Checking AI Code Before You Run It?

    1. AI output review
    2. code review
    3. red flags
    4. skim reading

15. Which of the following is a concept covered in Vibe-Checking AI Code Before You Run It?

    1. code review
    2. red flags
    3. AI output review
    4. skim reading