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Dumb Ways to Ship
Break 19 vibe-coded apps and earn fake bug bounties
An interactive museum of vibe-coded software. 19 tiny apps that "work perfectly", each hiding one catastrophic bug: an AI chatbot leaking its API key, a checkout that trusts your price, admin via ?isAdmin=true, SQL injection, XSS, race conditions and more. Exploit them right in your browser, earn fake bug bounties (critical = $10k), unlock ranks, and buy hints if you're stuck. Every exhibit explains what went wrong and how to fix it for real. Nothing real gets hurt.
Hey Product Hunt 👋
AI makes it easy to ship an app in a weekend. It also makes it easy to ship the same handful of security bugs, over and over.
So I built a museum of them. Every exhibit is a small working app (a login, a checkout, a chatbot, a bank) with one flaw you can actually exploit:
🔑 An AI chatbot that leaks its API key
💸 A checkout that trusts whatever price you send
👑 Admin access with ?isAdmin=true
💉 SQL injection, XSS, race conditions and more
Each exploit pays a fake bug bounty. Hints cost you 25%. Find all 19 to become "The CISO's Nightmare" 🏆
Every card explains what went wrong and how to fix it properly. It all runs in your browser, so nothing real is harmed.
Drop your score below. And tell me which dumb way you've shipped yourself 😅
About Dumb Ways to Ship on Product Hunt
“Break 19 vibe-coded apps and earn fake bug bounties”
Dumb Ways to Ship was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #143 on the daily leaderboard. An interactive museum of vibe-coded software. 19 tiny apps that "work perfectly", each hiding one catastrophic bug: an AI chatbot leaking its API key, a checkout that trusts your price, admin via ?isAdmin=true, SQL injection, XSS, race conditions and more. Exploit them right in your browser, earn fake bug bounties (critical = $10k), unlock ranks, and buy hints if you're stuck. Every exhibit explains what went wrong and how to fix it for real. Nothing real gets hurt.
On the analytics side, Dumb Ways to Ship competes within Education, Developer Tools and Security — topics that collectively have 603.9k followers on Product Hunt. The dashboard above tracks how Dumb Ways to Ship performed against the three products that launched closest to it on the same day.
Who hunted Dumb Ways to Ship?
Dumb Ways to Ship was hunted by Rithvik k. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Dumb Ways to Ship including community comment highlights and product details, visit the product overview.
Rithvik k