Now accepting rescue projects

Your AI built it.
We'll make it work.

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.

SECURITY VULNERABILITIES PATCHEDPRODUCTION CRASHES RESOLVEDAPP STORE REJECTIONS FIXEDDATABASE QUERIES OPTIMIZEDAUTH SYSTEMS REBUILTAPI ARCHITECTURES REDESIGNEDMEMORY LEAKS ELIMINATEDTEST COVERAGE IMPLEMENTEDSECURITY VULNERABILITIES PATCHEDPRODUCTION CRASHES RESOLVEDAPP STORE REJECTIONS FIXEDDATABASE QUERIES OPTIMIZEDAUTH SYSTEMS REBUILTAPI ARCHITECTURES REDESIGNEDMEMORY LEAKS ELIMINATEDTEST COVERAGE IMPLEMENTED

The difference

Vibe code vs. real code

Vibe-coded auth
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' });
  }
});
×SQL injection vulnerability
×Plaintext password comparison
×No rate limiting
×No input validation
×User ID as auth token
Production-grade auth
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 });
  }
);
Rate limiting middleware
Schema-based input validation
Parameterized ORM queries
bcrypt password hashing
JWT tokens with expiry

Sound familiar?

The 6 signs your vibe-coded app is a ticking time bomb

01🔥

Random production crashes

Works on your machine. Doesn’t work for users. AI-generated error handling is often cosmetic. It catches errors without actually handling them.

02🔓

Security vulnerabilities

SQL injection, exposed API keys, broken auth flows. Vibe-coded apps routinely ship with OWASP Top 10 vulnerabilities baked in.

03🐢

Gets slower every day

N+1 queries, missing indexes, no caching, unoptimized images. What loads in 200ms with test data takes 12 seconds with real users.

04🧱

Impossible to modify

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).

05🚫

App Store rejections

Apple and Google don’t accept “it works on the simulator.” Accessibility failures, missing privacy manifests, and broken edge cases get you rejected fast.

06📉

Users are churning

Broken flows, lost data, confusing UX. Your users don’t file bug reports. They just leave, and they don’t come back.

87%
Of AI-generated code has at least one vulnerability
10+
Years of production engineering experience
2–4×
Faster delivery than traditional agencies
48hr
Free audit turnaround on your codebase

The obvious question

“Can’t I just fix it with more AI?”

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:

01

AI can’t see what it can’t run

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.

02

Your problem is structural, not syntactic

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.

03

Tradeoffs are judgment calls

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.

04

Someone has to be accountable

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

From fragile prototype to production-ready

01

Free codebase audit

FREE · NO COMMITMENT

Send us your repo. Within 48 hours, we deliver a detailed report: security vulnerabilities, performance bottlenecks, architectural issues, and a prioritized fix roadmap.

02

Triage & stabilize

TYPICALLY 1–2 WEEKS

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.

03

Refactor & harden

2–6 WEEKS DEPENDING ON SCOPE

We restructure the codebase with proper architecture, testing, CI/CD, and monitoring. Same features, completely different foundation.

04

Ship & support

ONGOING PARTNERSHIP

We deploy to production with confidence, set up monitoring, and stay available for ongoing development. Your app is ready to scale.

What you get

Your free audit report includes

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.

01🔒

Security vulnerability scan

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.

02

Performance bottleneck analysis

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.

03🏗️

Architecture assessment

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.

04📋

Prioritized fix roadmap

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

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Let's fix it

Get your free codebase audit

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.

NDA on request

Happy to sign before you send us anything.

Read-only access

We review your code. We never push to your repo.

We don’t retain your code

Removed from our systems once the audit is delivered.

Step 1 of 3

What’s wrong

What’s going wrong?

The more specific you are, the more useful the audit will be.

Where's your app right now?

A short description is all we need to get started.

Free for repos under 50k lines. Enterprise codebases quoted individually.

Not ready to share code?

Book a 15-minute call

No repo, no commitment. Just tell us what's breaking.