Find Out If Your Vibe Coded Project is Ready for Real Users
You’ve built something exciting. Now you need to know: can it handle real users, real data, and real growth? Is it secure? We’ll analyze your app and tell you exactly what it will take to get it there.
That first version of your app came together quickly — maybe even faster than you expected. But moving from an inspired prototype to a reliable, scalable product is another leap entirely. That’s where we come in.
We’ll run your project through a full readiness check, looking at security, scalability, maintainability, and overall developer experience. Then we’ll give you a clear, prioritized plan for getting from “it works” to “it works at scale.”
How It Works
Step 1 – Send Us Your Project
Share your repo or package, and we’ll set everything in motion.
Step 2 – We Put It Through Its Paces
Your app is reviewed for the things that matter most before launch, from critical security issues to performance bottlenecks to hidden maintainability risks.
Step 3 – Get Your Report
Within hours, you’ll receive a detailed scorecard and action plan in a professional, shareable format. It’s everything you need to move forward with confidence.
What You’ll Get
Readiness Score
Vibe Readiness Score (0–100) — plus scores for security, scale, maintainability, and developer experience.
Prioritization
Top priorities to address — the issues most likely to derail your launch if left unresolved.
Roadmap
A clear action plan — broken into “fix now,” “fix soon,” and “nice to have” stages.
A polished PDF and hosted link — easy to share with your team, investors, or stakeholders.
Why a Vibe Audit Matters
We’ve seen it too many times: apps that work beautifully with ten users, but crumble with a hundred. Or projects that launch, only to be taken offline weeks later for emergency fixes.
Sourcetoad’s Vibe Readiness Report is designed to catch those problems early, so you can launch on your own terms — and stay launched.