March 2025 highlights: Delivered cross-repo AI shell tracking enhancements and fixed balance-related exploits across two major codebases, improving usability, situational awareness, and game balance.

December 2024 highlights: Implemented dynamic map voting based on live/current player counts in two repositories (NovaSector/NovaSector and SmArtKar/tgstation). Each repo updated the voting flow to reference current population at the time of the vote, replacing the previous behavior that used round-start population. The changes were committed to abf0c780f495253e7575848f3b9423eeb5f4777d and 935c57acb6e0fb91942eaba25a6195e635062229 respectively, aligned with issue #88316. This delivers more relevant and fair map options, reducing stale choices and improving player engagement. No major bugs fixed this month; the focus was on feature delivery and cross-repo consistency. Technologies demonstrated include real-time data awareness, cross-team collaboration, concise commit messaging, and maintainable feature design.