Can a prototype built with AI tools be made production-ready?

Yes. Many apps built with AI coding tools or vibe coding can be prepared for production with proper security checks, infrastructure configuration, and architecture improvements. This process helps turn a fast prototype into a stable, launch-ready product.

What should be checked before launching an AI-built app?

Before launching an AI-built product, teams should review infrastructure configuration, authentication flows, API exposure, data storage, and GDPR compliance. These checks help ensure the product is production-ready and secure.

What security risks exist in AI-built or vibe-coded applications?

Common risks include exposed environment variables, unsecured APIs, public database access, and missing authentication controls. These issues often appear in quickly built MVPs created with AI coding tools or app builders.

Is it safe to launch an app built with AI tools or vibe coding?

Many AI-built or vibe-coded apps work well as prototypes but may expose risks before launch. Common issues include exposed API keys, insecure authentication, or misconfigured databases. A launch readiness review ensures the app is secure, stable, and ready for real users.

What qualities do you look for in new team members?

Proactivity, ownership, collaboration, and a drive to build meaningful digital products.

How often does the team meet in person?

We host an annual offsite, regular team events, and encourage visits between our hubs with a dedicated travel budget.

How does MVST support career growth?

We provide a career development budget, mentoring, and opportunities to work on innovative projects that expand your skill set.

Do I need to speak German to work at MVST?

No. Our company language is English, though some roles may require German depending on the project.

How do you ensure product quality?

Through iterative reviews, rigorous testing, and close client collaboration at every stage.

Do you work with companies outside Germany?

Yes. With teams in Munich, Barcelona, and remote offices worldwide, we collaborate with partners across Europe, the US, and beyond.

What project sizes do you usually take on?

From lean MVPs to enterprise‑scale platforms, we adapt our teams and processes to your project’s scope.

How do you future‑proof the systems you build?

By using modular architectures, flexible APIs, and partner tools that adapt to new technologies, keeping your platform ahead of the curve.

What makes your approach to partnerships different?

We only work with providers we’ve vetted through real‑world projects, ensuring reliability, security, and long‑term adaptability.

Can MVST work with my existing tools or legacy systems?

Yes. We can integrate, upgrade, or rebuild around your current systems to create a modern, scalable ecosystem without disrupting operations.

How do I know which technology stack is right for my business?

We run a tailored analysis of your goals, workflows, and future plans to recommend the most sustainable tech stack, not just what’s trending.

Can you advise me if I don’t know whether I need a website, app, or full platform?

Yes. We analyze your business goals and help define the right format before you commit to building.

My company has limited technical expertise. Can you guide us through the whole process?

Yes. We simplify complex tech decisions, handle implementation, and keep you involved without overwhelming you with jargon.

How quickly can MVST deliver an MVP?

Depending on scope, we typically deliver a functional MVP in 4–8 weeks, with room for iterative scaling based on real user feedback.

How do you ensure a new digital product actually meets user needs?

We use user testing, data‑driven UX optimization, and real‑time feedback loops throughout development to validate every step.

How do you make sure a solution is future‑proof as my industry evolves?

We design modular, scalable systems that can evolve, making it easy to add features, integrate new tools, and stay ahead of industry changes.

How do you balance industry‑specific needs with creating scalable products?

We design modular systems, solving your unique challenges today while ensuring your product can grow and adapt to future demands.

What if my product needs to comply with strict regulations?

We’re experienced in regulated sectors like healthcare and finance, ensuring compliance with industry standards and legal requirements.

How do you approach projects in industries you haven’t worked in before?

We bring cross‑industry insights and proven frameworks, using lessons from other sectors to create innovative solutions for yours.

Can MVST stay on board after launch?

We offer ongoing support, continuous development, and scaling to help your product grow with your business.

Will we get a dedicated point of contact?

Yes. Every project has a dedicated product manager or team lead to keep communication clear and progress transparent.

Ghida El BadriApril 14, 20261 min

Table of Contents

A small introduction about you ✨
What's something that you're passionate about?
What's the most memorable piece of advice you've received, and how has it influenced your life?
What do you value in a new company / in a boss / in co-workers the most?
Join Our Team

Articles

Welcome to MVST, Guilherme

MVST - New Joiner . Guilherme Cardoso de Oliveira - Full Stack Developer

Ghida El BadriApril 14, 20261 min

Table of Contents

A small introduction about you ✨
What's something that you're passionate about?
What's the most memorable piece of advice you've received, and how has it influenced your life?
What do you value in a new company / in a boss / in co-workers the most?
Join Our Team

We’re thrilled to welcome Guilherme Cardoso de Oliveira to the MVST team! 🎉 Joining us as a Full Stack Developer, Guilherme brings a strong technical foundation, a passion for continuous learning, and an international mindset shaped by his journey in Brazil. Whether he’s diving into new technologies, playing basketball, or jamming on musical instruments, Guilherme is all about curiosity, connection, and growth. 🌎✨

About Guilherme

Full Name: Guilherme Cardoso de Oliveira
Home Country: Brazil 🇧🇷
Position: Full Stack Developer

A small introduction about you ✨

I am Guilherme, a tech enthusiast with a strong focus on Full Stack development. Throughout my journey, I’ve been balancing my Information Systems degree at UFSC while constantly learning new technologies. On a personal level, I consider myself to be a very friendly person who loves to spend free time playing sports, like basketball or even e-sports, or jamming on some musical instruments.

What's something that you're passionate about?

Professionally, I’m fascinated by exploring new tools, always diving into new things. Outside of work, my biggest passion is traveling, getting to know more cultures, learning new languages, and simply spending quality time with my fiancée and our dog.

What's the most memorable piece of advice you've received, and how has it influenced your life?

Someone once taught me to always look people in the eye during a conversation if I truly want to take something valuable from it. This simple advice taught me that every interaction is a chance to learn something new and build genuine relationships!

What do you value in a new company / in a boss / in co-workers the most?

I highly value transparency and a true sense of friendship within the team. For me, an ideal environment is one where we can communicate openly, trust each other, and actually build a friendly connection.

Join Our Team

Apply here!

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A small introduction about you ✨

What's something that you're passionate about?

What's the most memorable piece of advice you've received, and how has it influenced your life?

What do you value in a new company / in a boss / in co-workers the most?

Join Our Team

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Welcome to MVST, Inés

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