For founders and makers who got a working prototype out of vibe coding and hit the wall between "it works on my laptop" and "people can use it". I find what's in the way, then help you get past it.
No judgement about the code. Getting this far is the hard part, and most people never do.
Sound familiar?
It works on my laptop, but not once it's online.
Every fix the AI makes breaks something else.
I'm scared to touch it in case it all falls over.
I don't know if my users' data is safe.
I need payments and logins, and I don't know where to start.
I've been "almost done" for weeks.
The idea
Your prototype is real progress. The last stretch is a different kind of work.
AI tools are great at making something that works once. Launching means it keeps working: for many users at once, with real money and real data, when things go wrong. That part is learnable, and it's mostly the same handful of problems every time.
How it works
Both paths start with the same review. It shows what stands between you and launch, and which path fits you.
I go through your code and setup, then we talk it through on a 60-minute call. You get a written report in plain language: what's broken, what's risky, and what's missing before launch, in the order to fix it.
Book a reviewSix 60-minute sessions, one a week. You keep building, and we work through the hard parts together, in the order the review set. You launch your app and you understand how it works.
Book a reviewI take your app to production and hand it back with a short guide to what I changed and why. Quoted after the review, so the price is based on your actual code, not a guess.
What the review checks
API keys or passwords visible in the browser or the code can be copied and used on your bill.
The most common serious flaw in AI-built apps, and the most damaging one to discover after launch.
Login should rest on a proven service, and private pages must really be private.
Even when the user closes the tab or the payment provider calls back twice.
Backups only count if a restore has actually been tried.
And undo it in minutes if it breaks something.
Before your users have to tell you.
One user, bot or loop can burn through AI or hosting credits overnight.
With me or for me
Fit
Questions
No. You need to be able to run your app and share access to it. I explain everything in plain language.
No. That's normal for an AI-built prototype, and it's what the review is for.
Most web and mobile stacks that AI tools produce. If yours is outside what I can help with, I'll tell you on the first call.
You keep the app and the code. Ongoing support can be arranged separately, but it isn't required.
Yes. Access is used only for the review or the project and removed afterwards.
Start with a review
Tell me what you've built and where you're stuck. We'll agree on the review, and within about a week you'll know what it takes to ship.
TopTop · 1:1 · Finland · remote, worldwide