Vibe Coding With Fred
Vibe Coding With Fred

Security & Quality Audit for AI-Generated Apps

You built it. It works. But is it safe to launch?

You used AI tools to build something real. Now you're staring at code you don't fully understand, handling sensitive data, and about to launch to real users. Before you do, let's make sure it's actually safe.

I audit AI-generated apps for security vulnerabilities, code quality issues, and architectural risks. You get a clear report with prioritized fixes—and the confidence to launch.

Get an Audit

Sound Familiar?

"It works, but I don't know if it's safe"

AI tools are great at making things work. They're terrible at making things secure. You've built something functional, but you have no idea if it's leaking data, vulnerable to attacks, or safe for real users.

"I'm handling sensitive information"

Member data, financial records, health info, incident reports—if your app handles anything confidential, one security mistake could be catastrophic. You need someone who knows what to look for.

"My boss/client wants to launch soon"

The pressure is on. They love the demo, but you're terrified of what happens when real users start poking at it. You need confidence before you flip the switch.

"I'm planning to scale this to more users"

It's working for your team, but you want to roll it out to other departments or clients. Before you do, you need to know: will it hold up? Is the foundation solid enough to build on?

Why AI-Generated Code Needs Auditing

AI tools like Lovable, Cursor, Claude Code, ChatGPT, and Bolt are genuinely useful for building prototypes. But they optimize for "works on my machine," not "safe for production."

  • xAI doesn't think about attack vectors—it thinks about happy paths
  • xDependencies get added without checking for known vulnerabilities
  • xAuthentication is often "implemented" but not actually secure
  • xSensitive data gets logged, cached, or exposed in API responses
  • xError handling is missing or leaks stack traces to users

I've been building production systems for years. I know what secure code looks like, and I know what AI-generated code gets wrong. An audit gives you the roadmap to fix it before anyone gets hurt.

What You Get

Security Review

  • +OWASP Top 10 vulnerabilities (SQL injection, XSS, auth issues, etc.)
  • +Data exposure risks (API endpoints, database config, sensitive files)
  • +Authentication & authorization flaws
  • +Dependency vulnerabilities (outdated packages, known CVEs)

Code Quality Assessment

  • +Architectural red flags (spaghetti code, circular dependencies)
  • +Maintainability issues (how hard will it be to change this later?)
  • +Error handling gaps (what happens when things go wrong?)
  • +Performance bottlenecks (will it break under load?)

Clear, Actionable Report

  • +Severity-ranked findings (critical, high, medium, low)
  • +Plain-language explanations (no jargon, no FUD)
  • +Specific remediation steps for each issue
  • +Priority roadmap (what to fix now vs. later)

How It Works

1

Share access

Send me your repo, Lovable project, or deployed app URL. I'll sign an NDA if needed.

2

I audit

I review security, code quality, architecture, and deployment. Usually takes 3-5 days.

3

You get a report

A detailed PDF with findings, severity ratings, and step-by-step fixes.

4

Optional: I fix it

If you want me to handle the fixes, I'll quote that separately after the audit.

Pricing

Starting at $199 USD

Most audits are $199–$499 USD depending on app complexity.

If you want me to fix critical issues after the audit, that's quoted separately. No obligation.

Request an Audit

FAQ

I don't understand my own code. Can you still audit it?

Yes. Most of my audit clients are in the same boat. I'll explain what you have, what's risky, and what needs fixing in plain language. You don't need to understand every line of code to get value from an audit.

What if you find critical security issues?

I'll flag them immediately with clear severity levels. Critical issues get documented with specific remediation steps. If you want, I can fix them for you—that's quoted separately.

How long does an audit take?

Most audits are completed in 3-5 business days. Complex apps may take longer. I'll give you a timeline upfront.

Will you tell me I need to rewrite everything?

Only if it's genuinely the safest path forward. Most of the time, targeted fixes get you to launch-ready. I'm pragmatic—you need to ship, not chase perfection.

What about compliance (HIPAA, GDPR, etc.)?

I can identify compliance gaps and provide guidance, but I'm not a compliance lawyer. For formal certification, you'll need specialized legal counsel. I focus on technical security.

Do you sign NDAs?

Yes. If you're handling sensitive data or proprietary systems, I'm happy to sign an NDA before reviewing your code.

Get Peace of Mind Before You Launch

Send me your repo or app URL. I'll review it and give you a clear, actionable security and quality report.

Request an Audit