Matthias Lübken
Matthias brings deep experience in building and scaling developer tools and technical products, grounded in practical execution and how teams adopt new technologies.
LinkedInFor people building with AI
Keep building the app you started.
You turned an idea into a working application with AI. We help you understand what you have, strengthen its foundations, and create a practical path toward production while you keep building.
30 minutes · Free · No technical knowledge required
Idea
A problem worth solving
Working app
Built at remarkable speed
Next stage
Clear foundations for growth
You already proved the idea can become something. Now make the next decisions with clarity.
The next stage
You built something real. What comes next?
These questions do not mean you built your application the wrong way. They mean your prototype is ready for its next stage.
What has actually been built beneath the interface?
Can the current foundation support the next version?
Why do some changes cause unexpected problems?
Which technical improvements matter now, and which can wait?
Can coding agents keep working effectively as the app grows?
What will it take to turn the prototype into a real product?
A useful first conversation
Start with a free 30-minute assessment.
Show us what you built and tell us where you want to take it. We will help you make sense of where things stand.
- Initial feedback on your application
- The most important next steps
- An indication of whether and how we can help
What we look at
Understand what you have and how to move it forward.
We look beyond individual features to understand the application as a whole. The result is not more technical noise, but a clearer picture of what matters.
Application architecture
How the parts of your application fit together, where complexity is accumulating, and whether the structure supports what you want to build next.
Codebase & maintainability
How easily the application can be understood and changed, and which improvements will make future development less fragile.
Reliability
Where behavior is inconsistent, which assumptions may stop working, and what is needed to operate the application with confidence.
Production readiness
What separates the current prototype from an application that can support real users, ongoing releases, and day-to-day operation.
Agent-ready development
How to give coding agents better context, instructions, tests, and feedback so they remain effective as the application becomes more complex.
Our principle
Keep the speed. Add the foundations.
Vibe coding helped you get further than would previously have been possible without a development team. We do not want to replace that way of working. We want to help you make it sustainable.
- →Structure the app so agents can navigate it effectively
- →Add tests and feedback loops that make changes safer
- →Create clear architectural boundaries
- →Improve instructions and context for coding agents
- →Review important changes before they become hard to reverse
- →Bring in deeper engineering expertise where it matters
After the first call
When you need a deeper assessment.
We combine automated analysis, a qualitative review, and expert judgment to examine your project in depth. The goal is clarity, not a long report full of technical findings.
What is working
A clear view of the foundations you can confidently keep building on.
What matters next
Prioritized actions: what to address now, what can wait, and why.
How to move forward
A practical path for continuing yourself, working together, or preparing the app for production.
A deeper assessment is a paid engagement. Where useful, we can also provide a proposal for strengthening or rebuilding the application for production.
The support you want
Three ways to keep moving.
You stay involved in shaping the product. We provide the level of technical depth and responsibility its next stage needs.
Keep building independently
We identify the important improvements and help establish clearer instructions, tests, and development guardrails.
Build with expert support
You shape the product while we support architecture, critical implementation decisions, reviews, and production readiness.
Move to production with us
We strengthen or rebuild the parts that need production-grade engineering while preserving your product knowledge and momentum.
A complete rebuild is not always necessary. We recommend it only when it is the most practical path forward.
Built by practitioners
Software architecture meets agent expertise.
We understand both sides of the challenge: how production software should be designed and how coding agents can help you continue evolving it.
Ivan Pedrazas
Ivan combines technical depth with business pragmatism, designing and delivering robust systems that move beyond experimentation into real operating environments.
LinkedInQuestions
A few things you may be wondering.
Is my application too early for an assessment?
Probably not. A working prototype and a clear idea of where you want to take it are enough for an initial conversation. Early feedback often makes the next steps simpler.
Do I need to understand the code?
No. We explain what we find in practical terms: what it means for your product, why it matters, and what you should do next.
Is the free call a complete technical review?
No. The free 30-minute assessment is an initial conversation and high-level evaluation. A detailed review of the codebase and production readiness is a separate paid engagement.
Will my application need to be rebuilt?
Not necessarily. Many applications need focused improvements rather than a rebuild. We only recommend rebuilding when it is the most practical path forward.
Can I continue using AI to build my application?
Yes. That is central to our approach. We help make the project easier to evolve with agents through better structure, context, tests, review processes, and technical guardrails.
Does it matter which vibe-coding tool I used?
The underlying questions are largely the same across tools. We focus on the application you have, what you want it to become, and the best path between the two.
Your next step
You took the idea this far. Let’s work out what comes next.
Initial feedback, clear next steps, and an honest indication of whether and how we can help.
30 minutes · Free · No obligation