Free Developer Quiz
Vibe Coding Purity Test (2026)
How Pure Is Your Vibe Coding?
Vibe coding is the practice of building software primarily through AI prompts — writing little to no actual code yourself. It's fast, it ships, and it's everywhere in 2025. But how deep in the vibe are you? Take the Vibe Coding Purity Test — 30 honest questions about how you actually build. No judgment. Just your score.
30 questions. Instant score. Shareable result.
About this test
Find out if you still code manually — or if AI owns your keyboard now.
About this test: 30 questions across 5 categories — Foundation, AI Dependency, Process, Shipping, and Galaxy Brain. Each question is a checkbox. Your purity score is calculated as a percentage of behaviors you have NOT done. Higher score = more traditional developer. Lower score = deeper into the vibe.
Foundation
Question 1 of 30
Your Vibe Coding Purity Score
0/100
Certified Vibe Coder
Ships fast, understands nothing, proud of both.
You build with vibes. It works. You've accepted that understanding is optional.
Copied. Now go explain the codebase.
Score Guide
What Your Score Means
Your Vibe Coding Purity Test score shows how much you still code manually versus how deeply you rely on AI-generated code. A higher score means more traditional development behavior. A lower score means deeper vibe coding behavior.
The Architect
You do git blame on yourself. Therapy might help.
The Architect is a developer who writes most of their own code. Traditional. Respected. Rare in 2025.
Recovering Vibe Coder
You use AI but still read the output. Suspicious.
A Recovering Vibe Coder uses AI intelligently but has not lost their engineering fundamentals.
Certified Vibe Coder
Ships fast, understands nothing, proud of both.
A Certified Vibe Coder builds with vibes. The product works, and understanding the whole architecture has become optional.
AI's Puppet
The code is AI's. The LinkedIn post is yours.
AI's Puppet is a highly skilled AI output relay. The codebase mostly belongs to the model, not the developer.
Prompt Engineer (Self-Titled)
Drop the IDE. Pick up Canva.
A Prompt Engineer (Self-Titled) has not written a function in months but may have shipped several landing pages.
Pure Vibe
Technically employed as a developer. Legally — debate.
Pure Vibe means not one line of manual code. The product is live, the AI did the heavy lifting, and the future is complicated.
Simple rule: checked boxes reduce your purity score. The fewer AI-dependent or chaotic coding behaviors you check, the higher your score.
Plain Definition
What Is Vibe Coding?
Vibe coding is one of the biggest developer culture shifts of 2025. It makes software faster to ship, but it also changes how much developers understand their own code.
Vibe coding is a software development style where a person builds apps, websites, or features mainly by directing AI tools through natural language prompts instead of manually writing most of the code.
The term was coined and popularized by Andrej Karpathy in early 2025. In vibe coding, tools like Cursor, GitHub Copilot, Claude, and ChatGPT can generate code, fix bugs, explain errors, and suggest architecture. The benefit is speed: more people can ship software without traditional engineering depth. The tradeoff is understanding: some builders can launch products they cannot fully explain or maintain.
This test helps you identify where on the spectrum you sit — from traditional developer to full pure vibe coder.
Build software by prompting AI instead of writing every line manually.
Faster shipping, lower entry barrier, and quicker MVP creation.
Weak code ownership, shallow debugging, and poor architecture understanding.
Show how AI-dependent your real coding behavior has become.
FAQ
Frequently Asked Questions
Simple answers about the Vibe Coding Purity Test, how the score works, and what your result means.
What is the Vibe Coding Purity Test?
The Vibe Coding Purity Test is a 30-question quiz that measures how much you rely on AI versus writing code manually. You answer yes or no to a series of relatable developer behaviors. Your purity score, from 0 to 100, tells you which type of developer you are, from a traditional architect to a pure vibe coder.
What is a good score on the Vibe Coding Purity Test?
There is no objectively good or bad score. A high score, from 90 to 100, means you write most of your code manually and rely less on AI. A low score, from 0 to 9, means you have fully embraced vibe coding. The test is a mirror, not a judgment.
Am I a vibe coder?
If you primarily use AI tools like Cursor, Copilot, or ChatGPT to generate your code and rarely write functions manually, you are likely a vibe coder. Take the test to get your exact score and title.
How is the purity score calculated?
Your score equals the percentage of the 30 behaviors you have not done. If you check 10 boxes, your score is 67 out of 100. If you check all 30, your score is 0 out of 100 — you are a pure vibe coder.
Can I share my vibe coding purity score?
Yes. After completing the test, you get a pre-written tweet and a copy-paste text to share your score and title on Twitter/X, Discord, LinkedIn, or anywhere else.