Core service - Vibe Code Refinery
For non-technical founders and small business owners who built something themselves on tools like Lovable, Bolt, Replit, v0 or Cursor.
Getting an idea live and keeping it safe under real load are different jobs. The second job happens here, without throwing away what already works.
You didn't need a developer to build it. You'll probably need one to stop it falling over.
“It worked perfectly with a few people testing it. Then real customers showed up, and it started breaking.”
A common failure point in AI-built apps is a database that slows to a crawl at as few as twenty concurrent users, what gets you to 100 users won't get you to 10,000.
The tool that got your idea off the ground fast isn't automatically the one that should keep running your business as it grows.
What fixed looks like
Code Audit
A full review of what's in your codebase, security holes, scalability limits, and the parts nobody's checked since it was built. You get a clear picture of what's wrong before a single line changes, and what it'll cost to fix.
Refine & Fix Vulnerabilities
Targeted hardening of exactly what the audit found, closing exposed secrets, fixing broken access controls, and putting in the defensive layers AI-generated code usually skips, without rebuilding what already works.
Adapt for Scale
Restructuring the parts of the app that buckle under real traffic, the database that slows to a crawl, the hosting costs that spike unpredictably, so growth becomes something you can plan for rather than something that breaks the product.
Complete Rebuild
Where the foundation can't support what the business needs, the fix is a proper rebuild that keeps everything about the product and the validation it's already earned, replacing only the engineering underneath it.
4.75m
records were exposed by one AI-built app whose founder publicly said he "didn't write a single line of code," including 1.5 million API keys and 35,000 user email addresses.
Wiz, Hacking Moltbook, 2026
2,000+
vulnerabilities, 400 exposed secrets and 175 instances of exposed personal data, including medical records and bank details, were found across more than 5,600 public vibe-coded apps.
Escape, The State of Security of Vibe Coded Apps, 2025
45%
of AI-generated code samples failed security tests and introduced a known OWASP Top 10 flaw; nearly half of what comes out of the box has a hole in it.
Veracode, 2025 GenAI Code Security Report, 2025
1.7x
more issues per pull request in AI-co-authored code than in human-only code across 470 open-source pull requests, with security issues up to 2.74x higher.
CodeRabbit, State of AI vs Human Code Generation Report, 2025
20 users
is sometimes all it takes for a vibe-coded app's database to slow to a crawl, because AI tools build for a smooth demo, not real production load.
Gaincafe, Vibe Coded App Scalability Guide, 2026
170
of 1,645 apps generated by one popular AI coding platform had databases anyone could read or write without logging in, because the generated row-level security was missing or wrong. Serious enough to get its own CVE.
CVE-2025-48757, National Vulnerability Database, 2025
4.75m
records were exposed by one AI-built app whose founder publicly said he "didn't write a single line of code," including 1.5 million API keys and 35,000 user email addresses.
Wiz, Hacking Moltbook, 2026
Let us look at what you have already built
Our locations
- DGxC Limited
United Kingdom
Bristol - DGxC US
United States
New York & Chicago - DGxC Canada
Canada
Ottawa & Toronto