Services / Vibecoding to product
Your AI-built app runs.
Now let's make it a product.
A prototype built with Claude Code, Cursor or Lovable has shown you the idea works. Before you let it loose on real customers and their data, it needs security, environments, tests and someone who answers for its operation. We take over what you have – we do not throw it away.
audit
we can prepare it with no further commitment
security
access, keys and data under control
performance
app response and behaviour under load
yours
code, accounts and documentation stay yours
Scope of work
Where we can help you
We start from what the prototype can already do. Around it we add what idea validation never gets to.
We move keys, credentials and personal data out of the code and into a vault
We move secrets into a secrets manager, issue new credentials for the database and payment services, and separate roles. We show you what the app sends to third-party services, where user data ends up and under what licence each library is used.
We get the database to a state where a backup can really be restored
We turn schema changes into versioned migrations, set up backups and do a trial restore – so you know it works, not just that it exists.
We separate trying out new features from live customer traffic
Development, testing and production each separate, one-click deployment and the option to roll a change back. You learn about errors from alerts, not from a customer.
We enforce permissions on the server, not just in the interface
Every request checks who is asking and what they are entitled to. We sanitise input from forms and URLs, protect sign-in against password guessing and upgrade libraries to maintained versions.
We bring repeated logic together in one place
You change a price, rule or calculation once and it applies everywhere. We cover critical paths with tests so a change shows up where it should and nowhere else.
We straighten the structure around what the app actually does
We align the data model and code layout with your product's domain, not with the order of the prompts. Each new feature is then easier to add than the last – even if a model writes it again.
Process
How the conversion works
We go through the code, data and environments. You get a list of findings with an effort estimate.
Audit and risks
We go through the code, data and environments. You get a list of findings with an effort estimate.
Stopping the risks
Keys out of the code, permissions and backups under control. The app keeps running.
Straightening the structure
We align the data model and logic with the product and cover critical paths with tests.
Operation and development
Monitoring and capacity for new features – or a handover and you run it yourselves.
Why us
Why bring it to us
We were building and running websites, portals and systems long before AI. To us, vibecoding is a new way into an old discipline.
Our referencesClaude Code and Cursor are not an experiment for us but an everyday tool – so we know how such code comes about and what it does to the structure. The model decides prompt by prompt, so logic tends to end up in several places and the data model emerges as a by-product of the screens. We can tell which of those decisions will hold up in operation and which need straightening out.
That is also why we do not start by rewriting everything, but by picking out what already holds up in the prototype. We run portals our clients' daily revenue depends on – Bezrealitky, Monitor dražeb, Grain Terminal or Adol Monitor – and we do the audit, changes and operation under one roof, so nobody can pass the buck for what happens in production.
Deliverables
What you are left with
Everything under your accounts and your licence. Handing it over to another team takes a single afternoon.
Audit report
findings by severity, each with an effort estimate
Prioritised plan
what comes first, what can wait and what not to do at all
Secured production
separate environment, a secrets vault, backups
Tests and deployment
automated deployment and rollback to the previous version
Documentation and access
architecture, accounts and repository in your name
Operation with an SLA
optional monitoring and agreed response times
More services
We can do more
An app born as a prototype rarely stays on its own. This is what most often goes with the conversion.
All servicesWe take over a project from another vendor and keep developing it
We keep capacity for you in a team that knows your system
We connect AI where it actually takes work off your hands
Will you throw away what I already have?
Not necessarily. We extract a sensible foundation and rewrite what is a risk or holds back further development.
Can we keep developing with AI?
Of course, we work that way ourselves. After the conversion you have structure, tests and reviews, so a generated change does not land in production blind.
Does the app have to go offline?
Usually not. We make smaller changes while the app stays live. When more is rewritten, the new version runs alongside the old one and replaces it in production at an agreed time – the downtime is short and planned.
Will we be dependent on you?
No. The accounts, repository and documentation are yours. Most clients stay with us for years, but not because they have no other choice.
We will assess your app and the changes it needs
Get in touch with no obligation – a few sentences about what you are dealing with are enough.