A developer redesigned their music library pipeline to automate metadata management using beets and their custom CMS, replacing manual tagging. They updated their database schema to support many-to-many artist-album relationships and integrated Navidrome, MusicBrainz, and their site's database using IDs for reliable scrobble matching.