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I will find and document 5 bugs in your vibe coded web app
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
FAQ
Is this a security audit?
No. I can flag obvious exposed secrets, unsafe configuration, missing controls, and risky patterns, but this is not penetration testing, compliance certification, or a guarantee of security.
Will you fix every bug you find?
Basic and Standard are report-only. Premium includes up to three mutually agreed, bounded fixes. Larger remediation work needs a separate scope.
What stacks can you inspect?
Best suited to small web apps and AI-built prototypes using HTML, CSS, JavaScript, TypeScript, React, Next.js, Node.js, and Python. Message first for other stacks or complex infrastructure.
Do I need to share source code?
No for Basic. Standard and Premium require repository or archive access because they include code and configuration inspection.
How is AI used?
Codex is used for structured testing, code inspection, technical analysis, evidence capture, and report drafting. Findings are tied to observable evidence and the AI-assisted workflow is disclosed.
What will I receive?
A concise PDF with scope, tested flows, what passed, prioritized findings, reproduction evidence, a fix map, and a plain-language launch recommendation.
Can you test production?
Only when agreed checks are non-destructive. Staging is required for tests that could alter real customer, financial, or operational data.

