Vibe check webs

You built it with AI. Is it safe to put real users on?


The app works, the demo lands, and people are signing up. What you can't check is the code the AI wrote underneath. Is a password sitting in the open? Can someone see another user's data just by changing the web address? Does the whole thing hold when more than five people show up at once? I go through the code and tell you what to fix first.

The parts a user never sees, until something goes wrong.


AI tools are good at making the thing run. They're careless about the rest.

  • Secrets in the open. API keys and passwords sit in code anyone can view.
  • No lock on the door. One address hands back any user's data to anyone who asks.
  • It works until it doesn't. It holds for a demo, and falls over the first time real traffic lands.
  • The people it shuts out. A signup a screen reader or a keyboard can't finish is a customer who can't pay you.

Two ways to start.


No code needed

Snapshot

$500

You tell me your stack, and I tell you where you stand and what to fix first. It stays on the outside and never touches your code, so it's a quick baseline. A Review or the audit goes deeper; the Snapshot is where you start.

It credits toward a Review or an audit.

Into your code

Review

$1,200

I go into the code and how it's put together, find where it's exposed and where it breaks. You get a prioritized fix plan, plus a few product notes while I'm there.

It credits toward an audit.

See a sample Snapshot →

Snapshot and Review are fixed prices for one app and its main flows. A larger or older codebase is a scoped audit, priced to the target.

The audit, when you need the full analysis.


When a Snapshot or a Review turns up more than a short list, the audit is the head-to-toe analysis of the whole app: the code, how it's hosted, and where it's exposed, with a plan to close it all. Whatever you've spent on a Snapshot or a Review credits toward it.

Find out what's under it, before your users do.

Send me the app, or tell me what you built and what you're worried about. You'll walk away knowing where you stand and what to fix first.

Or reach me at webs@studiowlabs.com.