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.