concept

AI-Built App

A web or mobile application where most of the code was generated by an AI tool rather than written by hand.

Also known asAI-generated appAI-coded app

What is an AI-built app?

An AI-built app is any application where the majority of source code was produced by a code-generating AI tool, whether that tool is a prompt-to-app builder like Lovable or Bolt, an IDE assistant like Cursor or Windsurf, or an agentic CLI like Claude Code.

Why the category exists

AI-built apps share a distinct set of production issues that hand-written apps rarely exhibit in the same proportion:

  • Error boundaries that never get added because the happy path always works in the demo
  • Authorization checks that look correct but miss edge cases
  • Environment secrets pasted into files that end up client-bundled
  • Tests that do not exist because generating them requires a second prompt

Treating AI-built apps as their own category lets you apply targeted readiness checks instead of generic code review.

See also

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