Writing

Articles

Field notes, essays, and updates on building portable, user-owned AI context.

An indigenous figure holding a glowing shell beside an altar of many distinct shells, each representing a different life and work context.

·18 min read

One Shell Per Context, Not One Shell Per Person

CAS does not mean one person needs one shell. It means one shell per context — business operations, marketing, books, clients, agents, and more.

A glass terrarium of hermit crabs wearing different shells — a living metaphor for portable context moving between models.

·4 min read

The Shell Layer: An Invitation to Build Portable AI Context

The model is the body. The context is the shell. An open invitation to developers, consultants, and AI builders to start experimenting with CAS.