Cleaning up
vibe-coded products
AI today lets you generate a functional product in hours. But a prototype that works in a demo is not the same as software that holds up in production, that scales, that can be maintained and that does not break the moment requirements change. We professionalise vibe-coded products so they grow without breaking.
From prototype to real software.
Products generated with Claude, ChatGPT, Cursor or Lovable arrive having grown prompt by prompt. They work… until subtle bugs, security problems, invisible regressions appear or the infrastructure cost spikes for no clear reason.
We dive into the code, understand it, reorganise it and leave it ready so your team (or us) can iterate without fear. We keep the spirit and the speed of the original vibe-coded product, but give it the foundations it was missing.
Cleanup and professionalisation services
Technical audit
Review of the code, dependencies, secrets, architecture, duplicated logic and technical debt built up by fast generation.
Security and secrets
Rotation of exposed keys, access control, input validation and a basic OWASP review before putting anything into production.
Tests and CI
A test suite where it hurts most, a CI/CD pipeline and automatic checks so the next iteration does not break what works.
Refactor and architecture
We reorganise the code around clear boundaries, remove duplication and leave a base your team understands.
Observability and costs
Structured logs, metrics, alerts and spend control on LLMs, infrastructure and cloud services.
Minimum viable documentation
A useful README, recorded technical decisions, operational runbooks. Just enough so the knowledge does not live only in the chat with the LLM.
Signs that your vibe-coded product needs a cleanup.
"It works, but we do not dare touch it" — every change breaks three things somewhere else.
There are API keys in the code or sensitive variables exposed in the repo.
The monthly cost of LLMs and cloud keeps rising and nobody can explain exactly why.
The product lives in a single head: if that person leaves, nobody else knows how it was deployed.
It has to scale to real customers and you start seeing edge cases in production that the prototype never touched.
Got a vibe-coded product growing faster than its technical base?
Tell us what you have set up. We do a first audit with no commitment and tell you what to fix first, what to leave as is and what to rewrite from scratch.
Let's talk