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From vibecoding to production-ready
You proved the concept. You built something people want. Now you need it to scale, stay secure, and not break when users multiply. We take AI-assisted prototypes and make them production-grade.
Get an auditBuilding an MVP with Cursor, v0, Claude, or other AI tools is incredibly fast. You can go from idea to working prototype in days. But there's a massive gap between "it works on my machine" and "it handles 10,000 users securely and reliably."
We specialize in bridging that gap. Whether you vibe-coded your way to an MVP or hired someone to build a quick prototype, we make it production-ready without starting from scratch.
Transforming prototypes into products
AI-generated code works but often lacks structure. We refactor for maintainability, add proper error handling, implement design patterns, and remove technical debt. Your code becomes something a team can work with.
Prototypes skip security. Production apps can't. We implement authentication, authorization, data encryption, input validation, and security best practices. Plus performance optimization so your app stays fast under load.
Moving beyond localhost to real infrastructure. We set up proper hosting, CI/CD pipelines, monitoring, logging, and backup systems. Deployments become routine, not stressful.
Production code needs tests and docs. We add automated testing, write documentation for future developers, and create runbooks for common issues. Knowledge transfer that actually works.
Systematic productionization
We review your existing code to understand what you built and identify issues. Security vulnerabilities, performance bottlenecks, architectural problems, and missing best practices. You get a detailed report with prioritized fixes.
Based on the audit, we create a roadmap to production. What needs fixing immediately vs what can wait. Clear milestones and timeline. You understand exactly what work is needed and why.
We work through the roadmap methodically. Critical security and stability issues first. Then performance, scalability, and quality improvements. You see progress weekly and can launch whenever you're ready.
We handle the production launch including monitoring setup and incident response planning. Full documentation handoff means your team (or future developers) can maintain and extend what we built.
We meet you where you are
Audit first, then fixed-price phases
We start with a paid audit that gives you a complete assessment and roadmap. Then we provide fixed pricing for each phase of work. No surprises, clear milestones.
The audit tells you exactly what your project needs. We provide transparent, fixed-price quotes for each phase of productionization.
Get an auditNo. Complete rewrites are rarely the best approach. We refactor and improve your existing code systematically. You keep what works and fix what doesn't. This is faster and less risky than starting over.
The audit takes 1-2 weeks. Productionization timeline depends on what needs fixing, but typically 6-12 weeks for most projects. We work in phases so you can launch earlier if needed and continue improving after.
Perfect—that's exactly who this service is for. We understand AI-generated code patterns and know how to improve them. Whether you used Cursor, v0, Claude, Bolt, or any other tool, we've seen it and can work with it.
Absolutely. We make the codebase maintainable and well-structured, which actually makes AI tools more effective. Good architecture helps both humans and AI understand the code.
We offer maintenance retainers and can continue as your technical partner. Or we document everything thoroughly so you can hire internal developers or work with another team.
Yes, frequently. We explain technical decisions in business terms and help you understand tradeoffs. You don't need to be technical—you need good judgment and we provide technical expertise.
Get a technical audit of your prototype. Detailed assessment and roadmap to launch.
Tell us about your project and we'll get back within 24 hours.