You have the vision. You have the functional proof-of-concept. The only thing between you and your first paying customers is production-ready code.
We specialize in taking AI-generated prototypes—“vibe code”—and transforming them into professional-grade, scalable, and maintainable products.
Discuss your ideaToday, founders have powerful AI tools at their fingertips—Replit, Lovable.dev, Base44, Gemini, and many others—that can turn an idea into a functional prototype in hours instead of weeks. These platforms are excellent for validating concepts and testing user flows, but the code they generate is usually “vibe code”: unstructured, fragile, and not built for real customers, real data, or real growth. Many founders try to fix sections of this code as they go, only to discover that partial cleanup creates even more instability and technical debt. Instead of endlessly patching an unstable foundation, our team applies full professional engineering discipline—refactoring, securing, optimizing, and rebuilding. With our Vibe Code Cleanup service, you get the speed of AI combined with the reliability of true production-grade engineering.
We take a clear stance: partial cleanup of AI-generated code doesn’t work. Vibe code often contains hidden logic gaps, inconsistent patterns, and architectural flaws that only reveal themselves under real traffic or real user actions. Attempting to “fix just this part” usually triggers a chain reaction of new bugs, higher maintenance costs, and unpredictable failures. In many cases, repairing a shaky structure ends up being more expensive than building it correctly from the start. That’s why our approach focuses on rebuilding the essential foundation—clean architecture, reliable logic, and secure integrations—while preserving your validated idea and user experience. Instead of patching holes, we deliver a stable, scalable system ready for production.
| Reason | The Real-World Risk |
| Unstructured "Spaghetti" Code | Maintenance Nightmare: Hard to fix, costly to add features, and impossible to scale. |
| Launch-Killing Security Flaws | Data Breach Risk: Exposes user data, violates privacy, and destroys trust before you start. |
| The "Breaks Under Load" Factor | User Abandonment: A few slow seconds or crashes will cause paying users to immediately churn. |
| Zero DevOps/Cloud Readiness | Unlaunchable: You have a prototype, but no proper pipeline to deploy it securely and reliably. |
Eliminates messy, duplicated, or inefficient code.
Architecture designed to support more users, data, and features without slowing down.
Proper authentication, secure data handling, and compliance baked in.
Ready to run on cloud infrastructure with proper DevOps practices.
With our cleanup, your prototype stops being a fragile experiment and becomes a robust, launch-ready product—ready for users, investors, and growth.
Fast to market
Stable
100+
MVP's launched
Well planned
$30M+
Raised by our clients
High performing
Cost efficient
16+
Years on market
Low risk
We clean up your prototype from the ground up, replacing fragile AI-generated code with a stable, maintainable, and scalable system. Leveraging modern frameworks and best practices, we transform your prototype into a robust product built for real users and sustainable growth.
Every startup is unique, and your production system should reflect that. We design a clean, maintainable, and future-proof architecture tailored to your product’s specific needs.
Instead of simply exporting your existing code, we start by identifying your bottlenecks:
We pinpoint exactly what holds your prototype back — then rebuild the foundation so your app can grow safely, scale reliably, and handle real-world traffic.
No over-engineering.
No unnecessary complexity.
No “agency boilerplate.”
Just a thoughtful, purpose-driven tech stack engineered to scale, adapt, and support your product as it grows. Your prototype’s vision is preserved, but now it’s powered by a system built to last.
Get a Free AuditWe analyze your prototype to understand every feature, flow, and interaction. During this “cleanup review,” we uncover hidden technical gaps and requirements that could limit real-world use.
We design a solid database schema and server structure, addressing the scalability and stability issues common in AI-generated prototypes.
We don’t fix —we rebuild. Your application is re-created with clean, maintainable code, integrating real payment gateways, authentication (Auth0/Firebase), and third-party APIs.
The system undergoes rigorous testing. Can it handle hundreds of users signing up simultaneously? We ensure it does, turning fragile prototype behavior into rock-solid reliability.
We deploy the cleaned-up system to your cloud environment. You receive full ownership: code repository, keys, and intellectual property—all ready for real-world use.
AI-generated code is great for prototypes but often contains hidden bugs, incomplete logic, and architectural gaps. Using it as-is can lead to instability, slow performance, and maintenance headaches.
Not always. We preserve your prototype’s logic and user experience while addressing gaps in AI-generated code, performing targeted refactoring—or a full rebuild when necessary—to ensure stability and scalability.
Yes. We handle API integrations, payment systems, analytics tools, and other external services to make your product fully functional and connected.
Absolutely. Our rebuild focuses on clean architecture, maintainable code, and production-ready standards so your app can handle growth and evolving requirements.
Our architecture is designed to be flexible. Adding new features is straightforward, and we also offer ongoing support to implement and test additional functionality.
Security is a core part of our process. We audit code, implement best practices, and address vulnerabilities to protect both your product and its users.
Startups trust A2 Design because we bridge the gap between rapid AI prototypes and reliable, production-ready products. Our approach combines technical expertise, practical experience, and a founder-focused mindset:”
We’ve helped multiple startups turn prototypes into scalable web and mobile applications that perform under real-world conditions.
Every product is unique. We design clean, maintainable architecture based on your real needs — no generic templates, no unnecessary complexity.
From code cleanup to ongoing monitoring, DevOps, and feature expansions, we stay with you as your product evolves.
We respect your timeline while ensuring stability, scalability, and security, so you can grow without technical debt.
We align with your vision, simplify complex tech decisions, and ensure your product scales without roadblocks.
With A2 Design, founders get more than code — they get a partner committed to turning their vision into a sustainable, production-ready product.
Turning your prototype into a production-ready system is only the first step. Startups move fast, and your product needs to keep up. At A2 Design, we combine years of experience in building scalable web and mobile applications with a hands-on, client-focused approach to ensure your app remains reliable, secure, and high-performing as it grows.
Our ongoing support includes:
With A2 Design, you’re never left on your own after the rebuild. We partner with you to help your product scale confidently, adapt quickly, and stay ready for the next stage of growth, leveraging our expertise to turn your vision into a sustainable, production-ready reality.
