AI got you a working app fast. The hard part is what's left: is it safe to launch, will it survive real users, and how do you actually get it live without leaking data or falling over? I'm Moses Aronov — 15 years shipping production systems. I take AI-built apps the last mile. AI writes code; I ship systems. Tell Aaron what you're building and he'll tell you straight whether it's ready — free.
Fair question. Use AI — so do I. It writes code faster than any of us. What it can't do is tell you which of its own output to trust, spot the security hole that leaks your customers' data, or get the thing live and keep it standing when real users show up. That judgment is what you're paying for. AI writes code; I ship systems.
I'm Moses Aronov — 15 years building and running production systems, hands-on the whole time, not parked in a corner office. I've led cloud infrastructure teams and saved the companies I've worked with millions. That's the experience deciding whether your AI-built app is safe to launch.
And I'll be straight with you — including "this one's just a toy, don't pay me, go ship it." You only need me when there are real users, real money, or real data on the line.
AI gets you a working demo. These are the four things that stand between that and a real product your customers can trust. Start wherever you're stuck.
Built it with AI and not sure it's safe to ship? I do a deep read of your app and tell you in plain English: will it survive real users, where is your data or money exposed, and what has to be fixed before launch. You get a clear go / no-go and a punch list — including "this is fine, just ship it."
It works on your screen — now let's get it in front of real users without leaking data or falling over. I put it on real infrastructure, point your domain at it, lock down security, and wire up payments, logins, and email the right way. Built so you can keep shipping after I hand it back.
Live is the start, not the finish. I set up monitoring so you know the second something breaks, a safe way to push updates without taking the site down, and a watch on your cloud bill so it doesn't quietly balloon. The boring stuff that keeps customers from rage-quitting.
Every AI-built app hits a wall — the auth that actually has to be secure, the payment flow that can't drop a charge, the backend that has to scale, the AI feature that needs to work in production, not just in a demo. That's the senior-engineer work I do by hand when the generator runs out of road.
The managers, engineers, and clients who've actually worked alongside me — in their own words.
I read every message myself and reply within one business day — with a price, a couple of questions, or an honest "this one's fine to ship as-is, you don't need me." Whether your app's safe to launch, you can find out free.