AIDevToolsFrontendQuality

GenClas – Post-Launch Checkup for AI Code

Catch AI-generated frontend bugs that never throw an error

Problem
AI-built stores and pages keep shipping with same-color text and backgrounds, client-side race conditions, and issues tests never exercise—usually discovered only after something breaks in production.
Solution
A tiny in-browser model plus scanner UI that checks generated pages for static and light runtime issues: contrast, style conflicts, client-side races—things that never throw—with copy-paste fixes.
Users
Indie developers, ecommerce builders, and freelancers shipping AI-generated sites at volume
MVP
Paste a URL or HTML and scan; list contrast, style conflict, and race-condition findings; each item includes an AI-ready fix prompt; a sub-10MB in-browser model, no source upload
Revenue
Free single scan plus a $9/month unlimited plan with CI hooks; or a one-time $29 license
Why now
AI-generated code volume surged and failure modes shifted from exceptions to silent problems, which lint and tests miss, while checking real rendering is a must

Source discussions · 3

  1. Hacker NewsShow HN: GenClas, A 10 MB in-browser model that catches bugs that never throw2↑ 0
  2. Reddit[r/smallbusiness] Best way to get a business phone number without a second phone?
  3. Reddit[r/SaaS] Claude Code redesign really changed conversion rate!
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