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Developer shares regression-check workflow for cleaning up AI-written code

11/11/2026 — 11/11, 05:17·1 sources (all)·1 reports (all)

Key takeaways

  • A developer offering cleanup services for AI-generated code validated his inspection workflow on an open-source project with 817 automated t…

Background & analysis

On November 11, 2026, a developer who runs a cleanup service for AI-generated code published a piece on DEV Community describing how he validated the proof that a cleanup did not break anything. The apps he refers to were built with Lovable, Cursor, Bolt or Claude Code. According to the article, such an app ships working and gets used, but afterward every new feature tends to break an old one, and the AI keeps regenerating code it has already produced. The proposed remedy is a cleanup, with the risk that a cleanup can break an app that currently works, and that this may not be discovered until a customer notices. Because his service promises proof that nothing broke, he decided to test whether that proof could hold up. To do so, he ran his own checking workflow against an open source project that ships with 817 automated tests, and he tried to deliberately trick it in order to gauge its reliability. He adds that the scan surfaced the residue typical of a year of AI-written code: the same functionality implemented several times, and stale file copies with no references. Only this one report, dated November 11, 2026, is available, so the exact mechanics of the checking workflow, whether all 817 tests passed, and the name of the open source project used are not stated in the material.

AI-generated from 1 reports · updated 3 days ago

updream
24-hour heatHeat index 25 · peak 31 · 23h ago
24 hours agonow

Reports on this story headlines open the original

Nov 11
  1. A developer who sells cleanup services for AI-written code tested his verification process on an open-source app with 817 automated tests, then tried to fool it on purpose. The scan surfaced the usual residue of a year of AI coding: the same small function written several times, and orphaned copies of old files.

    DEV Community · AIAI score 53

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