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.
production readiness
AI Code Slop Diagnostic: 18 Signs Your App Needs Rescue Before Launch
AI code slop is not simply ugly code. It is accumulated inconsistency that makes an app difficult to verify, change, and trust. This diagnostic shows where to look.