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I will find and document 5 bugs in your vibe coded web app

Canada

I speak English, French

AI Assisted QA and Launch Evidence

I run Machine Insights and have spent about three years building real projects with AI-assisted tools. I offer structured QA and launch-evidence reviews for web apps: I define scope, coordinate testin...
About this Gig

Built a web app with Lovable, Cursor, Claude, ChatGPT, or another AI coding tool?


I will test agreed user flows and give you reproducible findings - not vague feedback or an automated scan dump.


Every confirmed bug includes:

- exact reproduction steps

- screenshot or observable evidence

- severity and user impact

- what to fix first

- a plain-language launch note


Basic checks one key flow and documents up to five confirmed findings in 24 hours. Standard covers up to three flows, adds mobile-layout review, and includes a short recording. Premium covers up to five flows, adds source review, and includes one agreed bounded fix or retest.


This service is openly AI-assisted. Machine Insights uses Codex for inspection, browser testing, evidence capture, and report production. The account owner approves scope and client commitments.


Please message before ordering if your app requires private credentials, paid services, regulated data, destructive actions, or complex local setup.


Not included: penetration testing, compliance certification, guaranteed security, unsafe production testing, or work that violates another platform's rules.

Testing application:

Web application

Device:

PC