ShareBox

A developer built a 3-pass AI pipeline using Claude Haiku to match torrent folder names to TMDB posters, improving accuracy from 80% to near-perfect on 290 real entries. The system reduced false skips…

A developer audited their 22,000-line open-source PHP streaming server, ShareBox, using a pipeline of 26 AI agents and discovered a real arbitrary code execution vulnerability in the Docker startup sc…