Vibe codingsafely and sustainably
We help you build an environment where vibe coding gives way to real AI engineering, with freedom for your people and guardrails for the business.
Ownership
Quality
Code review
Security
Facing any of these challenges?
Your team has embraced vibe coding.What are the risks?
Employees are using AI to build their own production software. The question is whether the company knows, and whether it will still work in a few weeks.
01
Sensitive data leaks
Employees vibe code and ship code in all sorts of ways, often outside IT's control. Everything runs smoothly until one day:
Confidential company data goes public
Sensitive customer data is exposed
Financials or confidential internal processes leak
How we mitigate it
Controlled deployment
We deploy only to approved company environments. You know where every app runs and what data it touches.
Centralized access management
Access and keys are managed centrally, not hard-coded on an employee's laptop.
Automated code review
Automated code review checks every change for sensitive data handling before it goes live.
Closed AI loops
The model works only with what your company explicitly allows.
02
Self-inflicted lock-in
When employees build their own systems and wire them into existing IT infrastructure, the company can end up locked into them. Trouble starts when:
The person who built the system leaves or is replaced
The vibe-coded system can no longer be fixed or changed
The workflow depends entirely on the vibe-coded part, with no way back
How we mitigate it
Unified stack
A unified stack and development playbook: anyone new can take over a project without rewriting it.
Ownership and documentation
Every project has an owner, documentation and tests. Not just a folder on someone's laptop.
Company repository
Code and data stay in your company's repository and environment.
Automated testing
Automated E2E tests ensure the app can be changed safely, even after its author has left.
03
Duplicate builds of the same software
Employees often tackle similar problems without knowing what already exists in the company, so several people end up building the exact same app. The result:
Time spent vibe coding that could have gone into revenue-generating work
Each duplicate system needs its own maintenance, which is inefficient
How we mitigate it
Central repository
A central repository with an overview of every project in the company — who, what, where and why.
AI assistant
Employees can simply ask an AI tool whether something similar already exists.
Reusable components
Reusable components instead of a tenth quote generator.
04
Apps that become unmaintainable
Apps are built fast, on different technologies and without shared rules for development and operations. Over time:
The company loses track of what it runs, where it runs, what it costs and who owns it
Apps lack documentation, tests and clear ownership
Dependence on external services, libraries and vendors keeps growing
Fixes and new features get harder and more expensive, until maintenance becomes practically impossible
How we mitigate it
Shared playbook
A shared development and operations playbook: the same rules for your first app and your fiftieth.
Versioning and tests
Versioning, automated code review and E2E tests as the standard, not the exception.
Documentation
Documentation and ownership are created automatically alongside every project.
Cost overview
Costs and dependencies in one place. You know exactly what everything costs you.
ZÁkazníci o nás řekli
We found that quite a few of our people were vibe coding their own small internal projects. We needed more visibility into what they were doing, because some of these tools work directly with company data and we didn't even know where they were hosted. This service helps us with AI governance across the whole company.
What you get
The environment, the tools,and the people to run them
AI infrastructure & AI DevOps
A custom system in your company environment that sets out how anyone can build an internal vibe-coded tool. The freedom of vibe coding stays, just with guardrails, so the company keeps control over security, technology and where everything is hosted.
Automated end-to-end testing
Automated code review
Versioning and closed AI loops
A central repository with an overview of every project
Tools for your team
We don't take anyone's favorite AI model away. We extend it with a set of skills and MCPs tailored to you, so the AI can make decisions within clearly defined guardrails.
AI skills on every employee's own computer
Access to a list of every vibe-coded project in the company
Less duplicate work across teams
Training
We train your team to use the system properly, so development stays efficient and mistakes are kept to a minimum.
How to use the tools correctly and safely
Following development and deployment best practices
Workshop: how to vibe code without sacrificing quality
How to get started
First steps to get your code under control
You don't need to overhaul your entire IT right away. Start by finding out what's actually running in your company and setting the first ground rules.
We map what's running
We review who's building what, where it's hosted and what it connects to. For most companies, it's the first time they see the full picture.
We set the guardrails
We choose the stack, the environment and the deployment rules. Your people keep building, just inside the playground.
We equip and train your team
Skills, MCPs and a hands-on workshop. So the result looks like engineering, not an experiment.
We keep watch over the code
Every change is reviewed by AI and by our engineers for security, architecture and functionality. Whatever an employee changes, the app holds up.
No-obligation consultation
Find out what's running outside IT's control
Thirty minutes online. We'll go through what your employees are building, where it runs and what it touches, and show you where the biggest risks are.
30 minutes online, no commitment, no sales pitch
We review what's already running and the first steps to take
You leave with a concrete list of risks and next steps
