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Leaky Data in Vibe Coding โ€” book cover

๐Ÿ“„ 44 pages ยท PDF ยท by Ibrahim

๐Ÿ“– New release

Leaky Data in Vibe Coding

Privacy & governance for apps built with AI

Why AI app builders ship exposed secrets and wide-open databases by default โ€” and the exact, plain-English fixes for each one. Written for people who build with AI tools, not security teams.

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What you'll learn

  • โœ“Why 40% of unprotected AI-built apps in a 2026 RedAccess/WIRED study turned out to be actively leaking real data โ€” and why yours could be next without knowing it.
  • โœ“What Row Level Security actually does, how it fails silently, and the one setting that separates a private app from a public one.
  • โœ“Which fields you're already collecting that create real liability โ€” and which ones you should just stop collecting.
  • โœ“Who can actually touch your data once it leaves your app โ€” sub-processors, AI providers, and the parts of your own stack you never audited.
  • โœ“What to check before you ship, not after โ€” a concrete pre-launch pass, not a vague "be careful" warning.
  • โœ“A self-audit checklist you can run today, in plain English, without opening a terminal.

Not sure if you need this?

Take the book's 26-point self-audit free, right now. 90 seconds, no signup. It scores you out of 26 and shows which of the ten sections is weakest.

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Table of contents

  1. 01Why This Isn't Someone Else's Problem
  2. 02Privacy By Design, Not Privacy By Accident
  3. 03Collecting Less Is a Feature, Not a Limitation
  4. 04Who Can Actually Touch Your Data
  5. 05Data in Motion
  6. 06Transparency and Human Oversight
  7. 07When It Breaks
  8. 08Where Your Data Goes When It Leaves Your App
  9. 09Giving Users Control
  10. 10Before You Ship
  11. 11The Attack Surface You Didn't Know You Shipped
  12. 12Your AI Tools Have Root
  13. 13The Self-Audit Checklist

Grounded in real research, not theory

Every source cited by name โ€” RedAccess's 2026 research on AI-built app exposure (reported by WIRED), the FTC's own enforcement guidance, NIST's Privacy Framework, and UNESCO's AI ethics recommendation โ€” is real and independently verifiable, explained in plain English rather than copied from the source.

About the author

โ€œI build apps the same way you probably do โ€” fast, with AI, shipping in an afternoon what used to take a team a week. What I didn't do, for longer than I'd like to admit, was check any of it. This book is the check I wish I'd run earlier.โ€

โ€” Ibrahim

Questions

Do I need to know how to code?

No. The book is written for people who build with AI tools, not engineers โ€” every fix is a prompt you paste into your builder, not code you write yourself.

What if I don't use Lovable or Bolt specifically?

It covers every major AI builder (Lovable, Bolt, Replit, Cursor, v0) and the underlying patterns apply regardless of which one you use.

What happens after my first full scan?

Nothing โ€” that's it. The book is a one-time $29 payment, not a subscription. Your free scan comes from a redemption code you get at checkout; nothing renews and nothing else is ever charged.

I already have an Unbeta account โ€” can I still buy this?

Yes. Buy the book, then sign in and enter your redemption code from your dashboard โ€” your free scan applies to your existing account.

How do I get the book after buying?

Instant download on the confirmation page, which also shows your redemption code for the free scan. Save the code โ€” it doesn't expire, but the page won't show it again.

Not ready? Take the free chapter.

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$29 ยท instant download

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Read Chapter 1 free โ†’

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