Platform Rescue
What to do when your AI-generated, vibe-coded, or freelancer-built MVP hits a wall — security findings, rescue costs, and next steps.
Why Your Vibe-Coded App Keeps Breaking Every Time You Fix Something
Every AI fix has a measurable chance of breaking something that was working. Four documented mechanisms explain why — and none of them respond to more prompting.
· 14 min read
The Real Cost of a Freelancer-Built MVP That Needs Rescuing
You hired a freelancer to build your MVP. It's half-finished, undocumented, and the developer has gone quiet. Now you need to understand what rescue actually costs — and whether what you have is worth saving.
· 11 min read
Your AI-Generated Code Isn't Secure — Here's What We Find Every Time
Veracode tested 150+ AI models and found 45% of generated code introduces OWASP Top 10 vulnerabilities. The failure rate for cross-site scripting defences is 86% — and it isn't improving with newer models. Here's what that looks like inside a real codebase, what you can check yourself in 30 minutes, and what the UK's National Cyber Security Centre is now saying about it.
· 10 min read
Your Lovable App Hit a Wall — Here's What to Do Next
Independent security firms have now audited thousands of AI-built apps. The same three architectural failures appear in virtually every codebase — and none of them are your fault.
· 13 min read
What a Guitar Can Teach You About Building Apps Without Code
AI has genuinely changed how fast you can build software – but the cost of getting it wrong in production hasn't moved an inch.
· 2 min read