Vibe coding with expert support
Built fast with AI.
We help turn it into a business system.
Do you already have an application, automation or web solution built with AI or a vibe coding tool? We help even if you only have the idea: we build the solution with expert knowledge, accelerated by AI. We review the existing system, identify the technical and security risks, fix the problem areas and, where needed, develop it further so that it can be relied on in a real business environment too.
We do not hand the project over to AI. We use AI within the project.
We can get involved in two ways
Is the solution already built?
We do not start from the assumption that everything has to be rewritten. First we examine what is usable in what already works, and where fixes or a redesign are needed.
Among other things, we review:
the structure of the system; the structure and maintainability of the code;
data handling; permissions;
integrations and APIs; external services;
error handling and logging;
access keys and sensitive data;
security risks and the potential for further development.
We do not just list the problems we find. We prioritize them and, if you want, we fix them too.
I would like a reviewDo you only have the idea so far?
We can use the speed of vibe coding from the very start of development. From the beginning we take into account the business goal, data handling, permissions, integrations, security requirements and later extensibility.
So we do not only ask:
“How can this be built quickly?”
But also:
“How should it be built so that it can be built upon later?”
AI speeds things up. We make sure the development actually reaches the finish line.
Vibe coding does not mean handing the entire development over to an AI agent. There are tasks that AI solves quickly and well. Other parts need developer experience, system design, integration or hand-written code.
We use the two together. Where AI is effective, we speed up development with it. Where it is no longer enough, we continue as developers.
we program custom business logic;
we solve backend and database tasks;
we integrate external systems and APIs;
we set up permission management;
we put the architecture in order;
we handle performance and scalability problems;
we check and rewrite the code generated by AI.
If you want, we can also get involved during development
We plan
We coordinate the AI agent's work
We review the code
We program alongside
We test
We fix
What does Vitarex add to vibe coding?
Speed
With the help of AI we get from the idea to a working solution faster.
Developer background
What the agent cannot solve properly, we design and program ourselves.
Code review
We do not automatically treat generated code as finished. We review it, test it and, if necessary, rework it.
The right architecture
We build the system so that it works not only today but can also be built upon later.
Integration
We can connect the solution with a CRM, an invoicing system, a company database, an M365 or Google Workspace environment, APIs and other internal systems.
Security and reliability
For the critical parts, expert review, testing and deliberate technology decisions accompany the AI-generated code.
Typical problems people come to us with
Situation
How we help
The application works, but we do not know how secure it is
Technical and security review
AI generated a lot of code, but it is hard to develop further
Code and architecture cleanup
More users would start using it
Permissions, data handling, scalability
It has to be connected to a CRM, an invoicing system or another system
APIs and system integration
It handles sensitive business data
Security and data handling review
We want to turn the prototype into a live system
Stabilization and go-live
The project started with AI has stalled
Expert takeover and further development
We have an idea, but we do not know how best to build it
Architecture and accelerated implementation
There are functions where “looks good enough” is not enough
In an internal calculator or a simple admin interface, a minor error may cause inconvenience. In other cases the stakes are higher. For example, when the application:
handles card payments; stores personal or confidential data;
communicates with an invoicing system; manages customer accounts and permissions;
changes data in an external system; controls a critical process.
In these cases we do not want to rely on the AI-generated solution being “probably fine”. We use reliable, documented solutions and proven services, and we design and check the critical connections as experts.
What do you get at the end of a review?
Not a general opinion on whether the system is “good” or “bad”. You get a concrete basis for decisions.
We show you:
what works well → what poses a risk → what needs urgent fixing → what can be left for later → in which direction it is worth developing further
If the problems can be fixed, we make the changes. If the prototype has proved itself, we plan how it can become a system that:
can serve more users; handles data securely;
can be integrated with other systems; can be developed further; can be operated.
SECURITY AS PART OF IMPLEMENTATION
We check access before going live
We assess the security of a working prototype against how it will be used. It gets special attention if it accesses company or customer data, serves multiple users, or performs operations in other systems.
Sign-in and permissions
We review how users are identified and what they are permitted to do, as well as the access of AI components. For example, with an internal document search we check that users can only reach the materials they are entitled to.
I would like permissions reviewedAPI connections and secrets
We examine how the application handles access keys, what data it passes to external AI or other services, and what the integration is authorised to do. For a CRM or invoicing connection, we also check the write permissions.
I would like integrations reviewedLogging and recovery
We check whether critical operations can be traced, how backups are made, and what happens in case of an error or data loss. We rank the fixes needed for going live by the severity of the risks.
I would like operation reviewedAt the end of the review you get fix priorities and recommended next steps. We can also carry out the agreed fixes, then recheck the critical points.
I would like my existing application reviewedHow do we work?
01
ASSESSMENT – We understand what the system was built for
We do not only look at the code. We understand what business problem it solves, who uses it and how it fits into your operations.
02
REVIEW – We go through the critical points
Architecture, code quality, data handling, permissions, integrations and security.
03
PRIORITIES – We tell you what needs to be touched
We separate the critical errors from the improvement opportunities that can be handled later.
04
FIXES AND DEVELOPMENT – We put right what is necessary
We fix, program, redesign or extend. Where AI is useful, we speed things up with it; where it is not, we develop in the traditional way.
05
TESTING – We check that it also works in a business environment
We test the functionality, the integrations and the important security conditions.
06
HANDOVER AND NEXT STEPS – We create a state that you can build on
The goal is not a one-off fix, but a more transparent, more reliable system that can be developed further.
What is it a good choice for?
Vibe coding can work especially well where we want to quickly build a working solution to a specific business problem. For example:
internal business tools; smaller administration applications;
calculators, specialized reports;
data processing tools, simple workflows;
prototypes, pilot projects;
specialized applications built for a narrow group of users.
Not every business problem needs a software project lasting several months. If a smaller solution can deliver a measurable result, we do not build an unnecessarily large system.
When is it worth involving an expert?
Not necessarily when something has already gone wrong. It is worth asking for a review before the application:
starts handling company or customer data;
becomes available to more colleagues;
is used by customers;
connects to other systems;
handles payments or another critical process;
becomes a business-critical system.
At that point it is usually much easier to correct the foundations than later in a system that is already live.
We speed up with AI.
We think like developers.
Our goal is not to turn every AI-built application into a traditional, long development project.
- 01
Prototype
Fast implementation, feedback and iteration.
- 02
Expert review
We review the foundations and the critical points.
- 03
Business operation
A more reliable application that can be developed further.
The professional background is added.
- Architecture and integration
- Data security and access management
- Testing and maintainability
Do you already have a project started with AI?
We start by taking a look. We show you what is usable, where the risks are and what the next sensible step could be.
WHAT THEY SAY ABOUT US
Our customers on working with us.
We approached the Vitarex team to help us elaborate and develop a new product idea that uses digital technology.
I recommend it to everyone who likes using simple and transparent software.
Working with Gábor and his team was extremely smooth and professional. I got a quick answer to every question, and they delivered the requested tasks and changes to the high standard I expected. Thinking along with us, fast response times, professional work, flexible pricing – these are the reasons we worked with them on several projects.
We basically wanted an introductory website, which could be delivered under the Demján Sándor program (a Hungarian government grant scheme for small business websites). We really liked that during development you had ideas that, once implemented, serve our business goals. In the end we got a website that goes far beyond a simple introduction. Proactivity, clear communication, smooth cooperation. We are satisfied with everything. Thank you!
I needed a relatively simple, easy-to-use website presenting an insect and rodent control service. Building the website was characterized by quick responses and feedback. An efficient, creative and supportive approach.
Maximum professionalism, attitude, patience, kindness. I would choose you again!
They were punctual, precise and very customer-focused throughout our work together.
Communication worked very well, you found a solution to every request of mine, and the end result is great! I was very satisfied with the whole process and with working together, thank you again!
I got to work with professionals who took my ideas into account and were open to my suggestions, and we developed a genuine partnership. As a result, the finished website fully meets my expectations.
After the first version, which was built according to my ideas, only a few changes were needed before we reached the final state. The change requests were fulfilled quickly, and I am happy to recommend VITAREX Studio!
I can only recommend the work of this helpful, experienced website developer.
I am completely satisfied with the cooperation, as the team built exactly the high-quality website I had imagined. Because of their professional approach and strict adherence to deadlines, I confidently recommend them to anyone looking for a reliable partner.
Web developers with great expertise, excellent project management, a fair attitude from the owners. They implemented all my business requirements, even though this was a new area for Vitarex as well (LearnDash).
I recommend the company to those who want a reliable website built on a proven structure and who value fast delivery and fair cooperation. The process was smooth, and the end result does exactly what I need.
A professional team, every change request of mine was implemented almost immediately, with clear explanations for any questions that came up
The responses were fast, and there was no request they could not fulfil.
Our communication started off a bit bumpy, but I put that down to the obvious pressure on the company from the flood of grant applications. Then, when Olivér Révész got in touch with me, things picked up at a furious pace, and in no time I had a website I am more than satisfied with. He fulfilled every request and made the changes in a flash. I am very grateful and glad that I chose Vitarex!
A very obliging and helpful team.
A well-prepared, resourceful team who understand and implement your ideas from half a sentence.
The delivery was carried out in full cooperation, keeping the client's needs in mind
It was good to work with you, you solved the task flexibly. When I found an error, it was fixed. I could always get in touch with you.
They understood the requirements immediately and created a site that met expectations, with no need for lengthy consultations or modifications.
as a result of several rounds of consultation, a website was built that met expectations in every respect
Case studies
Problems solved,
solutions that work.
MySongs.ai
What is behind the interface of an AI-built music platform? Permissions, running costs and the data behind the reports.
Read the case studyCONTACT
Show us where you are.
Briefly describe what has been built so far and where you got stuck. We will show you what is usable, where the risks are and what the next step could be.
Or write to us directly: [email protected]