Deep dives into AI-generated security patterns, remediation strategies, and the evolving landscape of developer trust.
Despite improvements in LLM safety, context-window limitations and 'vibe-coding' habits lead directly to these 10 repeatable CVE classes.
Authentication shortcuts are the #1 source of critical severity findings in AI-generated repos. Here is a checklist for securing them.
We analyzed 500 repositories built primarily with Cursor and Claude. The majority suffered from the exact same Row Level Security bypass.
From Lovable's env var leaks to Replit's agentic auth bypasses, we dive deep into the specific vulnerabilities introduced by modern AI coding platforms.