Your AI wrote the code. Nobody checked whether it was safe.
AI coding tools reproduce the patterns they were trained on, including the insecure ones. Hardcoded keys, missing access controls, endpoints with no auth. We audit your vibe coded app the way an attacker would, then fix what we find.
The security problems in AI-generated code are consistent and predictable.
Your API keys are sitting in client-side code where anyone can read them with view-source
Your database tables have no row-level security, so any visitor can read every user record
Your API endpoints check that a user is logged in, but never check whether it is their data
Passwords, tokens, or secrets got committed to git and are still in the history
Your file uploads accept anything, from any user, with no type or size validation
You have genuinely no idea whether any of the above is true of your app right now
Sound familiar? You're not alone. This is exactly why we built our security audit service.
We audit for the failures AI tools actually produce.
Secret and credential sweep
We scan your codebase and full git history for API keys, tokens, and passwords, including secrets that were removed in a later commit but still sit in history where anyone can recover them.
Access control testing
We authenticate as one user and systematically try to reach another user data. This single class of bug is the most common serious flaw we find in vibe coded apps.
Database and row-level security review
For Supabase, Firebase, and similar backends, we verify that every table actually enforces access rules, rather than relying on the client to ask nicely.
Authentication flow review
Session handling, token expiry, password reset, and email verification. AI tools frequently generate flows that look complete but contain a bypass.
Input validation and injection testing
We probe your inputs for injection, unsafe file uploads, and missing server-side validation, because client-side checks are trivially skipped.
A prioritized report you can act on
Findings ranked by real-world severity, each with a concrete fix. Not a 200-page scanner dump that leaves you no better informed than before.
Free consultation. No commitment.
Why security audit matters for your vibe-coded project.
AI coding tools learned from public code, and a great deal of public code is insecure. So the model reproduces the pattern faithfully, including the hardcoded key, because it has no concept that the value is a secret. The output looks professional and reads confidently, which is precisely what makes it dangerous.
The research here is not ambiguous. Independent analyses through 2025 and 2026 consistently found that a majority of AI-built applications shipped with at least one serious vulnerability, and that AI-generated repositories leak secrets at a higher rate than hand-written ones.
The most instructive case is CVE-2025-48757. Researchers found that more than 170 applications built on one popular AI platform had databases anyone could read: emails, private messages, personal records, all reachable with nothing more than the public project URL. The platform was not broken. Row-level security had simply never been switched on, and nobody checked.
That is the pattern worth internalizing. These are not exotic attacks. They are default settings nobody changed and permission checks nobody wrote, in apps whose owners genuinely believed they were finished.
The difference between a prototype and a product is in the details. Security Audit is one of those critical details that separates apps that fail from apps that scale.
We've handled security audit for over 150 vibe-coded projects. We know exactly what you need and how to implement it correctly.
Every day without proper security audit...
Your users data, publicly readable
A database without access rules is not a private database. Anyone who finds your project URL can read every row, and they do not need to be a skilled attacker to do it.
A cloud bill you did not authorize
An exposed API key in client-side JavaScript gets scraped by bots within hours. People have woken up to five-figure charges from keys that were visible in view-source.
Legal exposure you cannot undo
Under GDPR and similar regimes, a breach of personal data triggers real obligations, notification deadlines, and potential fines. Not knowing about the flaw is not a defence.
The end of the trust you were building
A young product does not usually survive leaking its users data. The technical fix takes an afternoon. The reputational damage does not have a fix.
You didn't start this project to let technical blockers stop you. You started it because you had a vision. Let us handle the security audit so you can bring that vision to life.
Imagine your app with security audit done right.
You know exactly where you stand, because someone competent actively tried to break your app and wrote down what worked.
The exposed keys are rotated, the missing access rules are in place, and the endpoints that trusted the client now verify on the server.
You can answer a customer security question with specifics instead of hoping they do not ask twice.
You launch without the quiet background dread that someone is going to find something you should have caught.
It Just Works
Your security audit is solid. No more worrying.
This is what happens when you stop struggling and let experts handle the hard parts. Your vibe-coded project deserves to work flawlessly.
What you get with our security audit service.
Full secret scan across code and git history
Manual access control and permission testing
Row-level security review for Supabase and Firebase
Authentication and session flow analysis
Input validation and injection testing
Dependency check for known vulnerabilities
Prioritized report with concrete fixes, in 48 hours
Optional remediation by the people who found the issues
Our security audit process.
Share your project
Read access to your repository, and a staging URL if you have one. We can work from a read-only copy, and we sign an NDA before you send anything.
Automated and manual review
Scanners catch the obvious cases. The serious findings almost always come from a human reading your auth logic and trying to break it deliberately.
You get the report within 48 hours
Every finding includes what it is, how bad it actually is, how someone would exploit it, and exactly how to fix it. Critical findings we tell you about immediately, not at the end.
We fix it, if you want us to
The audit stands alone if you would rather fix things yourself. Most people ask us to handle the critical findings, which we do on a branch you review.
Frequently asked questions.
How common are security problems in AI-generated code, really?
Very. Independent security research across 2025 and 2026 has repeatedly found that a majority of AI-built applications ship with at least one serious vulnerability, and that AI-generated repositories leak secrets at a measurably higher rate than hand-written code. The specific numbers vary by study, but every study points the same direction. The practical takeaway is that the base rate is high enough that assuming you are the exception is not a good bet.
What is row-level security and why does everyone bring it up?
Row-level security is the database enforcing who can read or write each row, rather than trusting your app to ask correctly. It matters enormously for platforms like Supabase, where the database is reachable directly from the browser. Without it, the access rules exist only in your frontend code, which anyone can bypass with a terminal. This is the exact flaw behind CVE-2025-48757, where 170-plus apps had fully public databases.
How long does the audit take and what do I get?
The report lands within 48 hours for a typical project. You get a prioritized list of findings, each with a plain-English explanation of the risk, a description of how someone would actually exploit it, and a specific fix. If we find something critical, we tell you as soon as we find it rather than waiting to package it neatly.
Do I have to give you access to my code?
For a thorough audit, yes, read access to the repository. We sign an NDA first, we work from a read-only copy, and we never push to your main branch. If you would rather start smaller, we can do a limited external review against your live URL, though it catches meaningfully less.
Will you fix the problems or just tell me about them?
Either. The audit is useful on its own, and some people take the report to their own developer. Most ask us to handle at least the critical findings, which we do on a separate branch so you can review every change before it merges.
My app is small and nobody knows about it yet. Do I need this?
Automated scanners do not care how popular you are. Bots continuously scan for exposed keys and open databases, and they find new deployments within hours. Obscurity has never been a security control, and it is a particularly weak one when the exposure is machine-discoverable.
I already committed an API key to git and deleted it. Am I fine?
No. Deleting a secret in a later commit leaves it in git history, where anyone with repository access can recover it in one command. The key must be rotated at the provider, and ideally purged from history. This is one of the most common things we find, and one of the most commonly misunderstood.
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Stop struggling with security audit on your own. Let our experts handle it while you focus on what matters—building your product and serving your users.
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