Insights

Notes from the work, not the trend cycle.

Practical writing on applied AI, enterprise delivery, and building software that survives its second year, grounded in what we actually ship.

FocusApplied AI · Engineering

FormatLong-form, practical

Written byThe people who build

A model with no memory is a brilliant colleague with amnesia. The fix is not a bigger model. It is a small, disciplined system aro…

A personal AI brain and a team AI brain look like the same project. They are not. One optimises recall for a single mind; the othe…

Most teams make their AI re-read the same documents on every question and throw the synthesis away with the context window. A wiki…

The widely-cited figure is that the large majority of enterprise AI pilots never reach production. The reason is rarely the model.…

Enterprise software is not an asset you buy once. It is a liability you maintain for years. The decisions that matter are the ones…

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If something here maps to a problem you're carrying, the useful next step is to scope the system around it.