The $2,500 lunch break: what leaked keys actually cost

AI coding platforms don't sandbox your secrets, don't audit for exposed credentials, and don't enforce least privilege. If you're not paying attention, your keys ship with your app — and bots find them before your first customer does.

Here's how it plays out. One founder shipped fast — the app worked, payments worked, live before lunch. But somewhere in that AI-generated codebase his Stripe keys were exposed, and automated scrapers patrol public repos around the clock for exactly this. Within hours the keys were harvested and charges racked up: $2,500 gone by lunch, noticed only afterwards. Then comes the cleanup: fraud reports, key rotation, customer apologies. A whole day torched — and that's a good outcome.

The fix isn't slowing down. It's a short security pass on every AI-generated commit before it touches production. It costs minutes. It catches everything.

Two checks from this doctrine

Real value, not a teaser — two of the 5 checks in full. The rest are in the one-pager.

A leaked key isn't a bug — it's an open tab someone else is running up. Scan, scope, and rotate before you ship.