MVP to Production
Built it with AI? We’ll get it to production.
Built with Cursor, Lovable, Bolt, v0 or Replit? We review, secure and harden it for real users, without losing your momentum.
01 · What breaks after the demo
AI tools write code fast.
They don’t own the consequences.
The same failure modes, again and again. None of them show up in a demo; all of them show up with real users.
The six failure modes, in detail
- Security
- Database rules left open, API keys shipped in the client bundle, auth that trusts whatever the browser says.
- Data
- No migrations, no backups, a schema that made sense for the demo and fights every new feature.
- Payments
- Checkout that works on the happy path; webhooks, refunds, failed cards and tax are left for later.
- Performance
- Megabyte bundles, unoptimized images, blank pages for search engines and slow first loads on phones.
- Reliability
- No tests, no staging, no error tracking. Every deploy is a bet, and nobody knows when it fails.
- UX debt
- Generated screens that each look fine and together make no sense. Empty, error and loading states missing.
02 · Process
Review, harden, launch, hand over.
Fixed scope
Review
We read the codebase, data model, auth, hosting and costs, run it, and break it on purpose.
Dig deeper
You get a written report: what is solid, what is risky, and what to fix first.
Priority order
Harden
We fix the risks in priority order, while your product keeps shipping.
Dig deeper
Data-access rules, secrets, auth flows, payments, performance and the UX gaps that cost you users. Your product keeps shipping while we work.
Go live
Launch
Tests on the paths that make money, CI/CD, staging, monitoring and backups.
Dig deeper
Plus a launch checklist. We support you through launch, so the first real traffic is a non-event.
Optional support
Hand over
Documentation, conventions and guardrails so your team, or your AI tools, can keep extending safely.
Dig deeper
Fractional support if you want us to stay.
03 · What you get
A product you can put real customers on.
You built a working product fast with Cursor, Lovable, Bolt, v0 or Replit. Now it needs to survive real users, real data and real money. We audit the code, fix what will break, and harden it: architecture, auth and data rules, payments, performance, tests, CI/CD and observability. You keep the momentum and lose the risk.
- Code, security and architecture review
- Auth, data-access rules and secrets fixed
- Performance, accessibility and SEO pass
- Tests, CI/CD and staging environment
- Monitoring, error tracking and backups
- Launch checklist and handover docs
Pricing Fixed scope, quoted after a review
04 · Why us
We use these tools every day. We also know where they cut corners.
Designing and building digital products since 1998. Today, our own products run in production on AI-assisted engineering.
The longer version
Our founder has been designing and building digital products since 1998, from Rockstar Games titles to sensor-driven sports products. Today we build with AI-assisted engineering every day: our own products (Victorise Studio, OnSprint, ShokIQ, ChronoCult and others) are built that way and run in production.
That combination matters. We know how fast these tools are, and we know exactly which shortcuts they take: the open database rule, the client-side secret, the missing webhook handler. Design and engineering sit in the same senior hands, so we fix the code and the experience at the same time.
Questions
FAQ
Can you take over an app built with Cursor, Lovable, Bolt or v0?
Yes. That is the core of our MVP to Production work. We start with a review of the codebase, data model, auth and hosting, tell you plainly what is solid and what is risky, then fix and harden it in priority order. Rewrites are a last resort, not the default.
How do you use AI in your own work?
Every day. AI-assisted engineering lets a senior studio move at the speed of a much larger team. The difference is senior judgment: architecture, security, data integrity and UX decisions are ours, reviewed and tested, not accepted blindly from a model.
Send us the repo. We’ll tell you what will break.
Get your MVP reviewed