Moataz Chouchen

Catch duplicated effort and delayed reviews in large software ecosystems by surfacing semantically linked code changes directly within the code review interface.

Humans build, agents fix: AI-authored pull requests reveal a surprising division of labor in collaborative coding.

Despite high static quality scores, YARA rules in the wild suffer from significant noise, low recall, and a bias towards legacy threats, exposing a "double penalty" for defenders.