AI Dev Lab

Mentoring Tomorrow's AI Developers

Tag: Notification Fatigue

  • Too Many School Messages? I Built a Local AI Triage for Librus in One Hour

    Too Many School Messages? I Built a Local AI Triage for Librus in One Hour

    A macOS agent that polls my kids’ school inbox every hour, classifies each message with a Polish decision model running on my own GPU, and only disturbs me when something actually needs a parent. The problem: notification fatigue, Polish-edition Librus Synergia is the dominant electronic gradebook in Polish schools — grades, attendance, homework, and an…