Comment by aydin212
1 month ago
Love the on-device approach. The fact that it never phones home is a huge differentiator — most "utility" apps these days are just data collection with a feature attached. The regex filtering is clever. Have you thought about adding ML-based classification for notifications that are harder to catch with patterns? Something lightweight like a small on-device model could detect promotional vs. transactional notifications without needing manual rules. Also curious about battery impact — how often does it process the notification stream?
> Have you thought about adding ML-based classification for notifications that are harder to catch with patterns?
Honestly that's a little out my league. The idea did occur to me, but I'm discouraged by the amount of compute required for most ML.
> Also curious about battery impact — how often does it process the notification stream?
The OS sends any new notification to the app (it is a push based approach) automatically. On my own phone, this app currently shows at the bottom of the list in battery usage (<1%).