For non-technical founders · AI-built MVPs · Early-stage teams

Your AI-built MVP,
made production-ready.

You shipped something real — with AI tools, a freelancer, or both. It works. But it's fragile, hard to change, and not ready for what comes next. I fix the foundations and give you a clear path forward.

Book a free 15-min call Email me

10+ years Rails in production Full-stack ownership Remote · Booking now

If this is your situation

You'll know this feeling.

The app works — until it doesn't

Crashes under load, breaks after a deploy, fails on edge cases nobody planned for. You hear about it from users, not from monitoring.

Nobody truly owns the code

The freelancer is gone. The AI agent doesn't answer support tickets. Every change feels risky and every fix is a guess.

Every deploy is stressful

You hold your breath each release. No reliable tests, no rollback plan, no confidence that production survives the update.

Features are getting slower

Each new thing takes longer because the foundation fights you. What used to take a day now takes a week and breaks something else.

You can't hire engineers yet

Senior developers look at the codebase and want to rewrite it. The mess needs cleaning before you can bring in a real team.

Technical scrutiny is coming

Investors, enterprise customers, or partners will look under the hood. The codebase needs to hold up to that examination.

What I do

I solidify what you built.

Not a rewrite. Not a PDF of recommendations. I take ownership of your codebase, fix the real problems, and leave it in a state you can grow from.

Read the whole system — understand exactly what's running, what's fragile, and what's at real risk

Fix root causes — stability issues, security gaps, risky deploys, and performance bottlenecks that users feel

Add real guardrails — tests around the risky paths, CI/CD, error monitoring, and alerting

Make deploys boring — safe release process with rollback capability and no more held breath

Clear the technical debt that actively costs you — not all of it, just the part blocking everything else

Hand you a clear next-step plan — prioritized by impact, ready for your first engineering hire

How it works

15-min call → paid diagnostic → 1-week sprint

Pricing is in EUR. Roughly: €200 diagnostic (~$220 / ~£170) and €3,000 sprint (~$3.3k / ~£2.6k).

Free 15-min fit call

You describe what you have and what's broken. I tell you quickly if this is the right engagement and what the likely impact is.

Paid diagnostic (€200, credited)

I audit your codebase, deploy path, and production risk. You get a clear picture of what's at stake and what to fix first.

1-week sprint (€3,000)

Highest-leverage fixes shipped to production. Guardrails in place. A clear next-step roadmap you can act on immediately.

Who this is for

Built for founders, not engineering teams.

AI-assisted builders

You used Cursor, Claude, Copilot, or a similar tool to ship your MVP. Now you've hit the wall where AI alone can't fix what AI built.

Freelancer hand-offs

A freelancer shipped your MVP — often using AI tools themselves. Now they're gone and you need someone to take real, lasting ownership.

Early teams scaling up

You shipped fast with a small team or solo engineer. Now you need to slow down, fix the foundation, and make it ready for growth.

Proof

Technical proof you can inspect.

Food & Fit case story: Rails API + mobile stack designed, built, and operated day-to-day. 3,000+ active users.

Action Push Native in production: real reliability decisions — retries, token safety, and predictable delivery under real load.

Tests as contracts: how I add guardrails that survive the next change and the one after that.

Let's make your app stable, fast, and safe to grow.

Start with a free 15-min call. I'll tell you quickly if this is the right engagement and what the path looks like.