Automation
4 posts tagged Automation.
Mirroring My Spotify Playlists to Apple Music, YouTube Music, and Jellyfin
How I built SongMirror, an always-on mirror that keeps my Spotify playlists synced to Apple Music, YouTube Music, and a Jellyfin-ready download folder, one-way by default with an optional bidirectional N-way mode, using ISRC-first matching, Unicode-aware fuzzy fallbacks, date-added ordering, and destructive-removal safety rails, all in Python and runnable from Docker or Task Scheduler.
From DOI to Markdown: A Two-Repo Pipeline for Faster Research
How DOI Paper Scraper and Papers-to-Markdown work together to convert academic papers into structured Markdown for better reading, search, and research productivity.
Scaling Education: A Strategy Pattern Approach to Grading at Scale
Deep dive into building a scalable autograder using Python, Java, and the Strategy Pattern. Learn how we can automate grading for hundreds of students using "Frankenstein" code stitching, dynamic rubrics, and local LLMs.
Uploading Files to GoFile.io From a GitHub Action
I built a GitHub Action that uploads any file from your CI/CD workflow to GoFile.io and hands you back a public URL plus QR code. Here's why GoFile, the API gotchas I hit, and the v3 rewrite when GoFile changed their API in late 2025.
