A production localization pipeline built entirely on the OpenAI API: one English source of truth, SEO-aware translation prompts, cross-model verification with
Legacy modernisation for projects that are stuck, broken, behind schedule โ or an AI-generated codebase that won't quite ship. I'll assess it honestly and get things moving, without rewriting from scratch.
Based in Finland (UTC+2) ยท VAT-registered FI29845875 ยท Respond within 24 hours
Recent client work
We took over a Next.js project from another agency and inherited a mess โ failing builds, no tests, deployments that worked locally and broke in production. Iurii spent two weeks getting it stable before touching any new features. He documented what was broken, fixed the critical issues, and left us a short list of the smaller things we could handle ourselves. By the end the project was actually maintainable, which had felt impossible at the start.
Niamh O'Sullivan ๐ฎ๐ช
Agency Owner

You hired a developer, things went wrong, and now you have a codebase you can't ship โ or a live system that's falling apart. Or your own team got overwhelmed and the project stalled six months ago.
There's a newer flavour of this too: codebases built mostly by AI โ Cursor on autopilot, an LLM-driven weekend MVP, a junior dev who accepted every Copilot suggestion. The code compiles, the tests pass, the structure looks vaguely right. It's still broken โ just in less obvious ways.
I've taken over projects in bad shape before, including both kinds. Most of this work is legacy application modernisation done surgically: the first thing I do is understand what's actually there before recommending what to do about it. Sometimes the code is salvageable with targeted refactoring. Sometimes a partial rewrite is necessary. I'll tell you the truth โ including if the problem is something I can't solve.
This is not a service for finding someone to blame. It's for getting something working.
AI-generated codebases have their own pathology. They look professional at a glance and fall apart on second read. The patterns are consistent enough that I now check for them first:
I read the code, run the tests (if any), and map out what's broken and why. No assumptions.
A clear report: what the codebase looks like, what the risks are, what I recommend, and roughly what it'll cost to fix.
We prioritise together. Critical fixes first. You decide how far to go.
Work in short cycles with visible progress. No disappearing for three weeks and coming back with a surprise.
A production localization pipeline built entirely on the OpenAI API: one English source of truth, SEO-aware translation prompts, cross-model verification with
Internal sales portal that turns a wholesale deal into a full set of trade paperwork โ pro forma, contract, commercial invoice, packing list, CMR and more โ
Vibe-coded codebase problems: duplicate auth flows, tests that assert nothing, unused dependencies, security shortcuts, schema drift โ why they happen and how
AI coding widens the gap between senior and junior developers โ it amplifies existing skill.
Our app had slowed to a crawl and the previous developer had left no documentation. Customers were starting to churn over load times. Iurii profiled it instead of guessing, found a handful of unindexed queries and a runaway N+1 that were doing most of the damage, and had page loads back under a second within the first week. He fixed the actual causes rather than throwing more server at it, and wrote up what he changed so we wouldn't repeat the same mistakes.
Owen Pritchard ๐ฌ๐ง
CTO
Databases
I'd built most of our MVP with Cursor and it looked finished โ it compiled, the tests were green, the demo worked. It just wouldn't survive real users. Iurii took it over and found what I couldn't see: authentication handled four different ways, tests that only asserted what the code already did, and a dependency list half of which was unused. He didn't rewrite it from scratch โ he told me honestly what was salvageable, ripped out the dead code, and got it to something a real team could build on. Two weeks and it went from 'looks done' to actually shippable.
Sebastian Falk ๐ธ๐ช
Founder
AvailableReady to discuss your rescue projects project?
Tell me what you're building or stuck with. I'll reply within 24 hours.