You vibe-coded something real. It demos great. But it crashes in production, leaks data, and can't scale past 100 users. We turn AI-generated prototypes into enterprise-grade software.
The difference
app.post('/login', async (req, res) => {
const { email, password } = req.body;
const user = await db.query(
`SELECT * FROM users
WHERE email = '${email}'`
);
if (user && password === user.password) {
res.json({ token: user.id });
} else {
res.json({ error: 'Wrong password' });
}
});app.post('/login',
rateLimit({ window: '15m', max: 5 }),
validate(loginSchema),
async (req, res) => {
const user = await User.findOne({
where: { email: req.body.email }
});
if (!user || !await bcrypt.compare(
req.body.password, user.passwordHash
)) {
return res.status(401).json({
error: 'Invalid credentials'
});
}
const token = jwt.sign(
{ sub: user.id, role: user.role },
process.env.JWT_SECRET,
{ expiresIn: '1h' }
);
res.json({ token });
}
);Sound familiar?
Works on your machine. Doesn’t work for users. AI-generated error handling is often cosmetic. It catches errors without actually handling them.
SQL injection, exposed API keys, broken auth flows. Vibe-coded apps routinely ship with OWASP Top 10 vulnerabilities baked in.
N+1 queries, missing indexes, no caching, unoptimized images. What loads in 200ms with test data takes 12 seconds with real users.
Everything is tangled together. Fix one bug, create three more. There’s no architecture, just a pile of AI-generated functions that happen to work (for now).
Apple and Google don’t accept “it works on the simulator.” Accessibility failures, missing privacy manifests, and broken edge cases get you rejected fast.
Broken flows, lost data, confusing UX. Your users don’t file bug reports. They just leave, and they don’t come back.
The obvious question
We use AI every day. It’s part of how we ship fast, and it’s exactly how we know where it stops working. Four things it still can’t do for you:
It has your file, not your production traffic. It never sees the query that times out at 5,000 rows, the race condition under real concurrency, or the payment that silently fails once a week. It optimizes for code that looks correct.
The bug you can see is a symptom of how the pieces fit together. AI patches line by line, so each fix adds another dependency to an already tangled foundation. You get more code and less structure.
Refactor now or ship now? Is this worth a rewrite or a workaround? What actually has to be secure before launch? Those answers depend on your runway, your users, and your roadmap. No model has that context.
When it goes down at 2am, “the AI wrote it” is not a plan. You need a person who understands the system end to end, can be reached, and is responsible for the fix.
How it works
Send us your repo. Within 48 hours, we deliver a detailed report: security vulnerabilities, performance bottlenecks, architectural issues, and a prioritized fix roadmap.
We fix the critical issues first: security holes, data loss risks, crash-causing bugs. Your app becomes safe to run while we plan the deeper work.
We restructure the codebase with proper architecture, testing, CI/CD, and monitoring. Same features, completely different foundation.
We deploy to production with confidence, set up monitoring, and stay available for ongoing development. Your app is ready to scale.
What you get
Within 48 hours of submitting your repo, you'll receive a detailed report covering these four areas, with specific line-level findings and a prioritized action plan.
We run your codebase through static analysis and manual review. You get a list of every SQL injection, XSS, exposed secret, broken auth flow, and OWASP Top 10 violation, with exact file and line references.
We identify N+1 queries, missing database indexes, unoptimized assets, memory leaks, and slow API endpoints. Each finding includes the measured impact and a recommended fix.
We map your codebase’s structure and identify coupling issues, missing separation of concerns, untestable code patterns, and scalability limits. You’ll see where the foundation is solid and where it needs work.
Everything we find gets ranked by severity and effort. You’ll receive a clear action plan: what to fix immediately, what to address in the next sprint, and what can wait. Estimated timelines included.
Trusted by teams who ship real software








Let's fix it
Drop your info and we'll send you a secure link to share your repo. Within 48 hours, you'll get a full report. No strings, no sales pitch.
Happy to sign before you send us anything.
We review your code. We never push to your repo.
Removed from our systems once the audit is delivered.
Free for repos under 50k lines. Enterprise codebases quoted individually.