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Human code review · Production engineering

The AI wrote your app. We make it production-ready.

You built something real with AI. Now experienced engineers review it line by line, fix what's fragile or unsafe, and ship it — so it survives real users, real traffic, and real attackers.

Book a code review See what we do
src/api/checkout.ts +8 −3
export async function checkout(req, res) {  const key = "sk_live_9f2a83c0d71e4b"  const key = env.STRIPE_SECRET_KEY  const amount = req.query.amount  const amount = money.parse(req.body.amount)  db.query(`SELECT * FROM cart WHERE id = ${id}`)  db.query("SELECT * FROM cart WHERE id = ?", [id])  try {    await charge(amount, key)  } catch (err) {    logger.error(err); return res.fail(err)  }}

Built it with any AI tool? We work with all of them.

Bring the code from wherever you made it — we'll take it from there.

  • Cursor
  • v0
  • Lovable
  • Bolt
  • Replit
  • Claude
  • ChatGPT
  • Windsurf

What we do

Everything after the AI writes the code

The AI got you a working draft. These are the steps between that draft and a product you can safely put in front of customers.

~/harden

Production hardening

We make your AI-generated app production-grade: error handling, configuration, secrets, environments, CI/CD, and monitoring.

~/unstick

Break the prompt loop

Asking the AI to fix the same bug ten different ways and still staring at the same broken screen? A senior engineer steps in, finds the real cause, and gets you moving again — fixing it instead of re-prompting it.

~/review

Human code review

Senior engineers read every line the AI wrote and flag the bugs, risks, and shortcuts an AI reviewer quietly misses.

~/security

Security review

We find and fix the vulnerabilities AI codegen leaves behind — auth, input validation, data exposure, and vulnerable dependencies.

~/refactor

Refactoring & architecture

We turn tangled AI output into a clean, testable codebase your team can actually maintain and grow.

~/test

Testing & QA

We add the automated tests and quality gates the AI skipped, so changes stop breaking things in production.

Services

Common risks

The risks hiding in AI-built apps

These look invisible until they cost you. Here are the ones we find most often.

Critical

Your API keys are in your code

What's wrong AI tools often paste secret keys straight into the source — and then that code gets pushed to a public GitHub repo.

What it costs you Bots scan public repos within minutes. Stolen Stripe or OpenAI keys get used to run up thousands in charges on your account.

Critical

Your database is open to anyone

What's wrong With Supabase or Firebase it's easy to ship without turning on row-level security, leaving every table readable by the public.

What it costs you Anyone can open the browser console and download all your users' data — emails, private records, sometimes passwords.

Critical

Your login doesn't actually protect anything

What's wrong Access is hidden in the interface but never enforced on the server.

What it costs you Anyone can call your API directly, or change an ID in the URL, and read or edit data that isn't theirs.

See all the risks

How it works

From AI draft to production in three steps

No jargon, no lock-in. You stay in the loop the whole way.

  1. Send us your code

    Share your repo or a link to your project — whatever AI tool you used. Messy is fine; that's the point.

  2. We review, fix & harden

    Senior engineers audit every line, fix what's fragile or unsafe, add tests, and make it production-grade.

  3. You ship with confidence

    We deploy it correctly — or hand it back ready to go — and tell you exactly what changed and why.

Managed hosting

We put it online. You don't touch a thing.

Deployment, domains, SSL, monitoring, backups, updates, scaling — we run all of it. No dashboards to learn, no servers to babysit. Your app just goes live and stays live.

Hosting & performance
your-app.com Online
  • Deployment & CI/CD
  • Domain & DNS
  • SSL / HTTPS certificates
  • Monitoring & uptime alerts
  • Backups & recovery
  • Security patches & updates
  • Scaling as traffic grows

Before → after

The same app, review-ready

This is the difference a human review makes — the kind of gap AI leaves behind and never warns you about.

The AI handoff

  • Secrets hardcoded straight into the source
  • No error handling — it breaks on the first edge case
  • No tests, so every change is a gamble
  • Auth and input validation missing or broken
  • Runs on your laptop; nobody knows how to deploy it

Production-ready

  • Secrets in environment config, never in the repo
  • Errors handled, logged, and recoverable
  • Automated tests guard every critical path
  • Auth hardened and inputs validated end to end
  • Deployed with CI/CD and monitored in production

FAQ

Questions we hear a lot

I built my app with AI. Can you really work with that?

Yes — that's exactly who we're for. We work with code from any AI tool, no matter how messy it looks.

Do I need to understand the code?

No. You tell us what the app should do; we handle the engineering and explain the parts that matter in plain language.

Is this just another AI reviewing my code?

No. Real, experienced human engineers do the work. AI can't be the only thing checking AI's output.

How much does it cost?

It depends on the app and what it needs. Send us your repo and we'll give you a clear, fixed-scope quote — no obligation.

What if I'm mid-build and stuck?

We help during creation too. If you're stuck in a prompt loop, a senior engineer will jump in and get you unstuck.

Blog

Field notes

Occasional, practical writing on shipping AI-built software.

Free risk report

See what's wrong — for free

Send us your repo or a link to your app. Within a couple of days we send back the top risks we find, in plain language. No credit card, no sales pitch.

Get my free report
  • The top risks in your app, ranked by severity
  • Explained in plain language, not jargon
  • A clear, fixed-scope quote to fix them — if you want it