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CleanSlop

Pre-launch scanner that flags what could break in vibe-coded apps before real users show up
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About CleanSlop

CleanSlop reads the code of an AI-generated app and reports what could break once real people start using it, ranked by what to fix first. The vendor pitches it at the wave of vibe-coded projects that work in the demo but have never been reviewed for the ways production traffic actually hurts an app.

The product is agentic by design: you can sign in with GitHub or sign up straight from your coding agent by telling it to scan with cleanslop.com. At the time of review the vendor was offering bonus scans to Product Hunt visitors via a promo code, per its site.

Every account gets one free scan a month with no card required, which makes the free tier a realistic pre-launch checklist step rather than a crippled demo.

Website

CleanSlop website screenshot

Perfect for

Indie hackers and founders shipping AI-generated apps, and developers who inherited a vibe-coded codebase and want a prioritized list of what will break first.

Solves these problems

Vibe-coded apps ship with unreviewed code: nobody checked the edge cases, the auth flow, or what happens under load. Finding out from users is expensive and public.