About
Everyone can build now. Judging code didn't get easier.
AI collapsed the distance between an idea and a working app. A designer, a founder, a student — anyone can now ship software that used to take a team. That's genuinely new, and we think it's wonderful.
But one thing didn't change: knowing whether code is safe to put in front of real users, still takes years of experience. The AI that wrote your app can't audit itself, and the person who prompted it usually can't either — that was the whole point of using AI. The result is a generation of products that work in the demo and leak data in production.
fnvibes closes that gap with two things: an instant automated score that tells you honestly where your repo stands, and real senior developers — interviewed, tested, and rated on every job — who read your code line by line and tell you exactly what to fix before you launch.
We're not here to gatekeep vibecoding. We're here so the people doing it can ship with the same confidence as a funded team with a senior engineer on payroll.
What we stand on
Truth over flattery
A review exists to protect your users and your reputation — not your feelings. We say what's wrong, in priority order, with the fix.
Trust is structural
Read-only access, repos you pick, money held until delivery, vetted reviewers rated on every job. Trust comes from the system, not the About page.
Judgment stays human
Machines score what's measurable. Whether your architecture survives success and your product makes sense — that's a human call, made by people who've shipped.
See where your app stands.
The score is free and takes about a minute. That's the honest starting point.