AI Code Rescue for Founders Who’ve Outgrown Vibe Coding
Sound familiar?
Has Your Vibe-Coded Product Hit the Ceiling?
You Can’t Add New Features Without Breaking Things
Every new feature you ask the AI to build introduces bugs somewhere else. What used to take an afternoon now takes days of prompting and fixing. The codebase has become too complex for you (or the AI) to reason about safely.
You’re Worried About Security and Data
Your product handles real user data now — maybe payments, personal information, business-critical operations. AI-generated code often ships without proper authentication, input validation or protection against common vulnerabilities. You know it’s a problem waiting to happen.
Scaling It Feels Impossible
It works fine for your first users but you have no idea if it’ll survive 1,000 of them, let alone 10,000. The database queries are inefficient, the hosting isn’t set up for scale and you don’t know what needs fixing first.
How We Help
From AI-Built Prototype to Professional Software
You’ve done the hardest part — proving the concept works. Now we bring in the expertise to turn what you’ve built into software that can grow, scale and be trusted with real business.
1. Code Audit & Assessment
We start by reviewing your existing codebase in detail. We tell you what’s genuinely good, what needs refactoring, what needs rebuilding and what’s a security or reliability risk. You get a clear picture of what you have and what it will take to make it production-ready.
2. Refactor Where It Makes Sense
Not everything needs rebuilding. AI tools produce some genuinely usable code. We keep what works, restructure what doesn’t and remove the technical debt that’s slowing you down. Wherever we can save you time and cost, we will.
3. Rebuild the Critical Foundations
The parts of your product handling authentication, payments, sensitive data and core business logic need to be built properly. We rebuild these on solid foundations using Microsoft .NET and Azure so your product is secure, reliable and can scale as you grow.
4. Ongoing Development Partnership
Once we’ve stabilised your codebase, we become your development partner. You focus on your users, your market and your growth. We handle the software so you can build features with confidence rather than crossed fingers.
Why Rescue Rather Than Rebuild?
The Business Case for AI Code Rescue
Client Results
What Our Clients Say
We’re proud of our 4.9 star rating on Clutch. Here’s what the businesses we’ve modernised for have to say about working with us.
Over the last two years we have partnered with SourceCodeStudio to completely redevelop the software platform we use to manage our business. This process involved reviewing the old software functionality and business processes to scope and develop a new cloud based business management platform and mobile app. A key benefit of the new solution is the depth and quality of data we now have, improving our customer experience and supporting us in continuing to review business processes. The partnership with SourceCodeStudio, their capability and commitment has been a major factor in the successful delivery of the project and its ongoing development and we are excited to continue our partnership with them!
We have worked with SourceCodeStudio for a number of years now and would highly recommend them.
They have created a fully integrated booking system with our website and created some really useful reporting tools. As our business grows, we keep refining the system together and SourceCodeStudio has been a great partner in helping us along the way.
The project was integral to our business’s future success and growth. We required both a mobile app and a web application that could integrate to a high level. We are very pleased with the service and final product. SourceCodeStudio is a trusted partner that understands our needs and then exceeds them.
How We Work
A Clear Process From First Review to Production-Ready
Rescuing an AI-built codebase requires different thinking to a normal software project. Here’s how we manage that process so you know exactly what to expect.
Contact Information
Please fill out the form and one of our team will get back to you or use the contact details below.
30 Minute Meeting
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Frequently Asked Questions
+–What is AI code rescue?
AI code rescue is the process of taking software built with AI coding tools like Lovable, Cursor, Bolt, Replit or v0 and turning it into a production-grade product. This typically involves auditing the codebase, refactoring what works, rebuilding critical components properly, hardening security and setting up the infrastructure needed to scale. The goal is to keep what you’ve built while giving it the professional foundation it needs to grow.
+–How do I know if my product needs a rescue?
The most common signs are: adding new features breaks existing ones, you’re getting security or reliability warnings, your product is slow with a small number of users, you can’t easily explain what your code does or why, you’re spending more time fixing bugs than shipping features, and enterprise customers or investors are asking questions your product can’t answer. If two or more apply, a code review is worth doing.
+–Which AI coding tools do you work with?
We work with products built in any AI coding tool including Lovable, Cursor, Bolt, Replit, v0, Windsurf, GitHub Copilot and Claude Code. We also work with products that started as no-code (Bubble, Webflow) or low-code platforms and need to be migrated to a proper codebase for scale or flexibility.
+–Will you throw away all my existing code?
No. Wherever your existing code is genuinely usable, we keep it. AI tools produce some good code, particularly for UI components, straightforward business logic and standard patterns. What we rebuild is the parts that are genuinely broken, insecure or unsuited to production — typically authentication, data handling, integrations and core business logic.
+–How much does AI code rescue cost?
Costs depend on the scope of the codebase, how much needs rebuilding versus refactoring and what infrastructure work is required. A focused rescue project at SourceCodeStudio typically starts from £15,000 for smaller products. Larger rescues involving multiple integrations, migration to production infrastructure and ongoing feature work range from £40,000 to £120,000 or more. We provide a detailed, costed proposal after the initial audit.
+–How long does a rescue project take?
A focused refactoring and stabilisation project typically takes 8 to 12 weeks. A full rescue involving significant rebuilding, infrastructure migration and integrations can take 4 to 9 months depending on complexity. We work in phases so your product keeps running throughout, and you see meaningful progress every few weeks rather than waiting months for a single delivery.
+–Will my product go down while you’re working on it?
No. We work in a separate development environment and only deploy changes once they’ve been tested and validated. Your users continue to use the current product throughout the rescue process. We plan any necessary migrations carefully and communicate any brief downtime in advance.
+–What technology do you use to rebuild?
We specialise in Microsoft .NET development with Azure cloud infrastructure. This gives your rebuilt product a stable, enterprise-grade foundation with strong security, scalability and long-term support. Where existing code uses different technology (Node.js, Python, PHP) we assess whether to migrate or keep, based on what makes sense for your specific product.
+–Where are you based and where do you work?
SourceCodeStudio is headquartered in Bury St Edmunds, Suffolk. We work with UK founders and SMEs across the country, including Suffolk, London, Cambridge, Norfolk and Essex. We operate as a remote-first team, which means faster turnaround times and no costs passed on to you for travel or office overheads. For local clients we typically meet in person after an initial video consultation, then manage the project remotely from there.
+–What happens after the rescue is complete?
Most clients continue working with us on ongoing development. Once your product is stable and professionally built, we help you build the features you’ve been wanting to build all along. This ongoing partnership is optional but recommended — you get a development team that already knows your product inside out.
