Productivity
Curated collection of thoughts and builds centered around Productivity.
Written Content
AI Agents Automation Productivity
11 min read Sonic Phoenix: Bringing 7,246 Forgotten Songs Back from the Dead
How my child's request to hear my childhood music turned into a seven-phase pipeline that fingerprinted, sorted, enriched, and synced a 30GB library to Spotify - then handed it to an AI skill for on-demand playlist curation.
Read More →
AI Engineering Architecture Productivity
5 min read AI Codes Like a Genius. Architects Like a Goldfish.
Why zero-shot AI POCs fall apart at scale, and how constrained architectural templates are the only thing standing between a clean codebase and a production time bomb.
Read More →