How AI-assisted is your code?
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Hand-written, fully understood. You wrote every line and could explain any part at 3am.
Traditional development. The code is yours.
You drove, AI helped with boilerplate and autocomplete. You reviewed and understood everything.
Like having a fast typist who knows APIs. You're still the author.
Heavy AI generation, but you've read every line and could explain it all.
The AI wrote it, but you've thoroughly adopted it as your own.
Heavy AI generation, reviewed enough to feel okay about it. Wouldn't bet your life on explaining the edge cases.
"Looks good to me". You've checked it works, not that you grok it.
Tested until it worked, understanding is selective. "It works and I'm not touching it."
You know what it does, not necessarily how.
No idea how this works. You prompted until the errors stopped.
The code is haunted and you are its reluctant landlord.
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[](https://vibescale.github.io/#2)
[](https://vibescale.github.io/#3)
[](https://vibescale.github.io/#4)
[](https://vibescale.github.io/#5)
[](https://vibescale.github.io/#6)
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[](https://vibescale.github.io/#3)
[](https://vibescale.github.io/#4)
[](https://vibescale.github.io/#5)
[](https://vibescale.github.io/#6)
Mostly for side projects. Gives a hint to how thorough you were.
Probably 2-3. You're using AI heavily, but still reviewing the output and understanding what it does.