Vibe-Coded App Review
We review applications built with AI tools or vibe coded by someone else, and show you in plain language where the security, stability and maintainability risks are.
Does this sound familiar?
If any of these are true for you, we can help.
You built the app with AI (ClaudeCode, Cursor, Lovable, Bolt, ChatGPT) and now want to take it live.
Someone else vibe coded the system for you and you do not know what is under the hood.
It works, but you do not know how secure it is or what happens when many users arrive.
Thousands of lines of code are written with AI every day, but nobody properly reviews what it wrote.
Every new feature breaks more things.
There are tests and a nice coverage number, but you do not know whether the tests would actually catch a bug.
Before an investment, a sale or a change of developer you want a clear view of the code.
With AI tools you can put together a working application in a few days, and thousands of lines of code can be written in a single day. But quantity is not quality: what looks fine on screen often hides leaked API keys, missing access control and fragile code behind the scenes.
The most common problem is not a visible crash but a silent bug: the code runs, returns a roughly right result, and for weeks nobody notices that data is leaking, data is being corrupted, or an operation deletes more than it should.
As experienced developers we review the code, the database and the configuration, and tell you what is fine and what will cause trouble in production.
We do not just hunt for bugs: we show you which automated checks are missing (meaningful tests, static analysis, dependency audits, logging), so the next thousand lines reach production more safely.
The result: you know what to expect and can make an informed decision about fixing or extending it.
What we can take on
Concrete work we do in this area.
- Code quality and architecture review
- Security check: keys, permissions, data protection
- Database and data handling assessment
- Performance and scalability evaluation
- Hunting silent bugs: data leaking into logs, faulty data processing, dangerous operations
- Assessing the real value of the tests, not just the coverage percentage
- Prioritised fix plan
- Plain-language written report
What you get
Not just code, but a working system you can keep building on.
A written, plain-language report on the state of the code and architecture.
A list of security issues (leaked keys, access control, data protection) by severity.
An opinion on scalability and maintainability.
A prioritised fix plan: what needs doing now and what can wait.
A proposal for automated quality gates: pre-commit checks, tests, static analysis and dependency audits in CI, logging and monitoring in production.
A recommendation on whether to keep building on it or partly rewrite it.
How we work
Four steps from the first conversation to handover.
We understand the problem
We go through the current situation, the business goal and the technical environment.
We propose a solution
We define the approach, the development needed and the expected effort.
We build
The system is built transparently, with version control and continuous communication.
Handover and beyond
You do not need to find a new developer after handover: we also take on maintenance and further development.
What we work with
Technology is not the message, it is the professional background.
Frequently asked questions
What most people ask before we start.
Let's talk about your project
Tell us briefly what you are working on and where you need help. We will look at how we can get involved.
