A public garden for working knowledge.

Patterns for agents, evaluations, context, and dependable workflows beyond the demo.

Notes from the seams: procurement, knowledge systems, integrations, and organizational constraints.

Product choices, service leverage, and operating systems for a studio that starts intentionally small.

Mandarin, coffee, PKM, and the practical mechanics of making accumulated knowledge compound.