Leaky Data in Vibe Coding · Chapter 1 of 13 · Free
Why This Isn't Someone Else's Problem
In May 2026, an Israeli security research firm called RedAccess went looking for exposed data on apps built with the exact tools you're probably using right now — Lovable, Base44, Replit, Netlify. They didn't need to hack anything. They just looked.
They found 380,000 publicly reachable apps built on those platforms. Roughly 5,000 of them had virtually no security or authentication at all — not weak protection, none. And according to WIRED's reporting on the same research, around 40% of those 5,000 were confirmed exposing real sensitive data once someone looked closer: medical records, financial information, private business documents, even logs of conversations users assumed were private.
Read that again: of the apps with no protection at all, nearly half turned out to be actively leaking something real. Not the sketchy side projects nobody uses. Real apps, live, with real users, built the same way yours might have been.
Nobody broke in. Nobody needed to. The data was just sitting there, because a checkbox nobody thought about was left in the wrong position, or a database rule that ships “open by default” never got closed.
That's the thing about a leak. It's not dramatic. Nobody kicks down a door. A leak is quiet. It's a drip, not a flood — which is exactly why it goes unnoticed for so long. Nobody found out about those apps because something exploded. Somebody just checked.
“But I'm not a company. I'm one person with an idea.”
Here's the part that catches people off guard: that doesn't matter.
You don't need a legal department, a compliance officer, or a privacy policy nobody reads for this to be your problem. The moment your app asks someone for their email, or lets them make an account, or stores anything about them — you're the one making decisions about how a real person's information gets handled. There's no one else in the building. You are the privacy team, whether you signed up for that job or not.
This isn't a new idea invented by a regulator trying to make your life harder. It's older and simpler than that: privacy exists to protect something basic — a person's ability to understand and have some say over what happens to information about them. Every database rule you accept by default, every field you collect because the AI builder suggested it, every table you never opened — those are the actual decisions that either protect that or don't. Nobody else is going to make them for you.
The gut check
Before we go any further, answer this honestly — no schema-opening required, just from memory:
- Do you know what personal data your app collects, right now?
- Could you name every field in your database that holds something about a real person?
- If someone asked you today “what happens to my data after I sign up,” would you have a real answer?
If you hesitated on any of those, you're not alone — and you're not behind, either. Most people building with AI tools have never had a reason to ask. That's not a character flaw. It's just the first gap this book is going to close.
Knowing you're exposed is step one. Knowing exactly where — which is what the rest of this book walks you through, one piece at a time — is everything that follows.
That's Chapter 1 of 13.
The other twelve walk through exactly where your app is exposed — access control, data in transit, incident readiness, user rights, AI governance, the attack surface you didn't know you shipped, and what happens when your AI coding tool has more power than you meant to give it. Every chapter ends in copy-paste fix prompts. The last chapter is a 26-point self-audit.
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Take the checklist →Sources for this chapter: RedAccess research on AI-built app exposure (2026), as reported by WIRED.