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.
Real boot vs roleplay
A capable model can accept the AIR files and talk like AIR without ever booting it. A real boot emits formal objects into the chat; role-play only names them in prose — an honest look at the difference, and how to tell which one you’re getting.
See a full session
A real, unedited session from boot to handoff: running on Claude Opus 4.8, AIR frames a risky project, resolves the highest blast-radius decision first, stages readiness with AMRS, and stops clean — then resumes on a different model from the same card. Every object it emitted, shown in full.
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.