Pre-Launch Production Readiness Checklist

The audit nobody does after vibecoding. Find what'll break or get exploited before users do.

That app you built pulls in hundreds of packages you've never read. Find the risky ones.

Before you ship AI-generated code, have it checked by something that won't sugarcoat it.

Protect user data properly — before a leak makes the decision for you.

The #1 vibecoding mistake: API keys sitting in your code or git history. Hunt them down.

The standard checklist real engineers use. Run your app through it in plain English.

The scariest bug: one user seeing another's data. Check your auth before someone else does.

It works with you clicking around. Will it survive 1,000 real users and a bad day?

Most AI-built apps turn into spaghetti. Get the structure right up front.

A landing page that converts, generated clean and ready to tweak.

Guide learners to insight through carefully sequenced questions that surface assumptions, deepen understanding, and create genuine “aha!” moments—without giving direct answers.

Create a 30-minute semi-structured user interview guide designed to surface behaviors, motivations, and unmet needs. Produces a clear interview flow with unbiased questions, time guidance, and flags for potential bias.