shippers.

/ field notes

late notes from the studio.

fashion, music, design, sport, sales, then software. the rooms changed; the discipline didn't. taste is a learnt craft and it transfers. notes from inside real builds. no gated content, no email wall.

04 aug 26 · ai frontier intelligence: race to the bottom? mind-numbing tool or amplifier is the wrong question. on slop, the magic-box trap, and why the real skill gap was never technical vs non-technical. 01 aug 26 · agents graph engineering loop engineering was last season. the layer above it: not how the work improves on each pass, but what is allowed to happen next. 01 aug 26 · agents loop engineering the craft of building agents that run on a loop unattended: external verification, stopping rules, heartbeats, and alerts that carry the action. 01 aug 26 · agents model rot, and other quiet failures the dangerous failure in an ai system is the quiet one: retired model ids, fabricated green data, and "done" claims nobody verified. 19 jul 26 · ai ai without the hype what people think ai is vs what it actually does in school, workflows, design and builds. the divider is never the tool. 19 jul 26 · taste on taste, and how to spot its absence a practical list of the tells that give away generic ai output, and what real taste looks like instead. 19 jul 26 · building build it. ship it. move on. why we work to a fixed scope, why the team stays small, and what "finished" actually means.