Automation
4 posts tagged Automation.
A Self-Hosted Playlist Mirror for Seven Music Services
How I built SongMirror, an always-on playlist mirror for Spotify, TIDAL, Qobuz, Deezer, Amazon Music, Apple Music, and YouTube Music, plus a Jellyfin-ready local archive. It supports one-way sync, authoritative provider groups, and bidirectional N-way reconciliation behind ISRC-first matching, durable caches, and guarded removals.
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.
