Experiments & Prototypes
Sharing concepts that became systems. Below are documented projects showcasing real use cases for artists, creatives and agentic builders.

A Notion AI agent that automates music metadata for independent musicians — the automation layer inside the Music Metadata Tracker system.

A documentation archive mapping how AI DevOps practices evolved through versioned systems — from manual logging to tone architecture and intentionality mapping.