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Singletons Going Steady

Notes on software and music

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Extract MLB Prospect Lists with LLMs — No Code Needed

I’ve been tinkering with an idea: a site that combines publicly available MLB prospect lists and lets you weight each outlet’s rankings however you like. The data is messy, and the means of acquisition vary from source to source, but LLMs make extraction fast and surprisingly

Using Polars to find pitcher velocity drops

While looking at a fantasy baseball trade involving Freddy Peralta, I caught this X post about a potential drop in his velocity against the Chicago White Sox on April 29, 2025: I used Polars to explore by loading Baseball Savant data the following morning, and building a concise pipeline that

Preparing, fixing, and loading samples for Intellijel Multigrain

Intellijel’s Multigrain is a fantastic module for granular synthesis. However, as of firmware v1.1.0.0, loading custom WAV files can be frustrating. Some files — even when they seem correctly formatted — won't load. After troubleshooting, I discovered the issue was due to subtle