I will provide a technical audit and code review for your ai saas project


About this gig
Is your AI-generated SaaS ready for real users, or is it a ticking time bomb?
Tools like Cursor, Bolt, and Replit make building fast, but they often leave behind "Spaghetti AI" codefilled with security holes, hidden bugs, and unscalable architecture. I help you bridge the gap between "Vibe Coding" and Professional Engineering.
I will audit your AI-generated codebase to ensure its secure, maintainable, and ready for production.
What I look for:
- Security Vulnerabilities: Leaked API keys, missing auth, and data leaks.
- Technical Debt: Messy logic that LLMs cant fix anymore.
- Scalability: Will your app crash with 100+ concurrent users?
- Logic Errors: Hallucinated code that works now but fails later.
Why choose me?
I am a professional developer who understands both AI-assisted workflows and deep architectural principles. I dont just find bugs; I provide a clear roadmap to fix them.
Stop "vibing" and start scaling. Lets make sure your project is built to last.
Contact me before ordering for a custom quote based on your repository size!
Get to know Vicks
Vibe coding expert
- FromUnited States
- Member sinceMay 2026
Languages
English, Spanish
FAQ
Can you audit code built specifically with Cursor or Bolt.new?
Yes! I specialize in identifying the specific patterns and common mistakes generated by LLMs like Claude 3.5 and GPT-4o in these tools.
Do you fix the bugs you find during the audit?
The audit identifies the issues. I offer a separate gig for the actual refactoring and bug-fixing once we agree on the roadmap.
Is my source code and data kept confidential?
Absolutely. I am happy to sign an NDA, and I never share your proprietary logic or API structures with third parties.
What tech stacks do you support?
I specialize in React, Next.js, Node.js, Python, Supabase, Firebase, and Tailwind CSS—the most common stacks for AI SaaS.
Why do I need an audit if my AI app is working fine?
"Working" isn't "Secure." AI often skips edge-case handling and security protocols that only become visible when real users start breaking the app.
