Challenge
As engineers delegate more implementation work to AI coding assistants, conceptual retention and low-level language fluency erode unless deliberately exercised.
AntiBrainRot: GPUI Active-Recall Engine for Engineers
A native Rust and GPUI desktop application that turns hand-maintained engineering markdown notes into spaced-repetition review cards.
As engineers delegate more implementation work to AI coding assistants, conceptual retention and low-level language fluency erode unless deliberately exercised.
We designed AntiBrainRot as a native desktop application in Rust on top of GPUI Kit. A zero-UI-dependency syllabus crate parses hand-edited markdown curricula, checklists, and cross-language translation tables while preserving exact source line numbers so graded exercises and FSRS review schedules write cleanly back to disk.
Delivered a sub-millisecond markdown workspace parser guarded by 48 unit and document-integration tests, paired with a distraction-free IBM Plex Sans and Mono desktop shell.