Tag: Python
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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…
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How I Protected Downloadable Audiobook MP3s with AI Watermarking
The Problem: Not Everyone Streams My daughter and I create a Polish children’s audiobook series — Zwierzęta Detektywi (Animal Detectives). We publish episodes on Spotify and Apple Podcasts, and that works great for most families. Then one of our customers asked: “Can I get the MP3 files? My kid uses an old MP3 player —…
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I turned 56 kids’ tales into a living Notion knowledge base – and it drew me a map of the Land of Animal Detectives
Most tools store text. Notion stores text you can reason with. After importing my kids’ detective tales, I got five capabilities that changed my workflow. Suddenly, the stories stopped being static text and became an interactive world model. Instead of scrolling through chapters, I could interrogate the universe I had created — like talking to…