Deep Dive Part 3: The Observability Loop — Teaching AI Tools to Improve Themselves

Most AI-tool ecosystems follow the same operational pattern: build the tools, ship them, hope they work. Updates happen when someone reports a problem or a human reviewer notices something is broken.