I will test and audit your vibe coded web app before launch

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 an app with Lovable, Replit, Bolt, v0, Cursor, Claude, ChatGPT, or another AI coding tool?


I will test the parts that matter before you show it to customers.


You receive a clear Launch Evidence Pack containing:


- reproducible bugs with screenshots and steps

- severity and user impact

- broken or confusing workflow findings

- responsive-layout observations

- obvious reliability and risky-pattern flags

- a prioritized fix plan

- a plain-language launch recommendation


This is an evidence-led review, not vague feedback or an automated scan dump. Every finding includes enough context to reproduce or act on it.


The service is openly AI-assisted. Machine Insights uses Codex for structured testing, technical inspection, and report production. Human account ownership, scope approval, and client communication remain with Mike.


Please message before ordering if your app requires private credentials, a complex local setup, paid third-party services, regulated data, or destructive testing.


Not included: penetration testing, compliance certification, legal advice, guaranteed security, production access without a safe test plan, or work that violates another platform's rules.

Testing application:

Web application

Device:

PC