Writing on AIR.
Notes, methods, and honest case studies — how AIR (short for AI Resource) is built, and what it looks like in practice.
From Morphic to AIR
AIR didn't arrive fully formed. The honest lineage — a role-morphing overlay called Morphic, a digital teammate built on occupational databases, and the vector-first realization that turned a clever tool into a framework.
Recovering from session loss — with AIR
Two unplanned session failures — a context cap and a silent stall — and the project finished anyway. An honest account of how AIR's handoff cards recovered it from history, and where the method has limits.
Building AIR's brand and site — with AIR
The brand system, the templates, and this website were produced through AIR running on a frontier model, with a human approving every gate. An honest account of what the structure earned — and where it couldn't help.
More posts on the way.