Your AI-Generated Codebase Has an “Epigenome”
A working AI-generated feature can still teach the codebase bad habits. The codebase epigenome is the inherited layer of patterns, assumptions, and constraints future agents copy.
AI-generated code
Security Checklist for Vibe-Coded Apps: What to Fix Before Real Users Arrive
Security failures in AI-built apps are rarely one mysterious hack. They are usually ordinary trust-boundary mistakes shipped faster and repeated across more code paths.