Cite as: Real Problem AI problem “Why does the vibe-coded app hit production with no tests and leak my Stripe key on day 2?”. Opportunity score 8.7 out of 10 (severity 9, AI feasibility 8, market signal 9, competition gap 8). Category Others. Trend Agent. Source signal: Twitter / X founder threads, 2026 Q2; recurring 'I leaked my OpenAI key' posts. Canonical URL: https://www.realproblem.ai/idea/why-does-vibe-coded-app-hit-production-with-no-tests-and-leak-secrets-on-day-2.
Why does the vibe-coded app hit production with no tests and leak my Stripe key on day 2?
Non-technical founders ship Cursor / Lovable / Bolt apps to real users with no test coverage, exposed secrets, and no idea where the bombs are.
Who has it: Non-engineer founders shipping AI-built v1 apps via Lovable, Bolt.new, v0, Cursor or Replit Agent.
Evidence
Founders describe an exposed API key in a newly launched vibe-coded app being used by someone else and running up a large bill within days.
Our summary of a complaint that recurs in public posts, not a quote. Nobody submitted it to Real Problem AI.
Seen in: Twitter / X founder threads, 2026 Q2; recurring 'I leaked my OpenAI key' postsScoring breakdown
Existing players
- GitHub secret scanning · Catches obvious tokens after push; not ergonomic for non-engineer founders.
- Vercel / Netlify env validation · Validates names, not exposure or rotation.
- No one · Ships an opinionated 'production-readiness' lint for AI-generated apps.
What they are missing
A one-click scan for vibe-coded repos: secret leaks, missing rate limits, missing auth on routes, no error handler. Reads like a non-technical-founder report card.
Stack hint
#T3 · Canonical URL: https://www.realproblem.ai/idea/why-does-vibe-coded-app-hit-production-with-no-tests-and-leak-secrets-on-day-2