Notebook

Working notes, written to be useful.

Occasional notes from the studio bench — on briefs, on model sizes, on how we test. Written for people who commission models, not for other engineers.

Guide · 18 June 2026 · 7 minutes

How to write a model brief we can actually build from

The brief is the cheapest place to get a commission right. One page is enough: the task in one sentence, real examples, rough volumes and the system the result should land in. This guide walks through what belongs in it, shows a complete example, and lists what you can safely leave out.

Read the guide

Short note · 21 May 2026

Why we measure on your hardware, not ours

Lab machines are fast, quiet and nothing like a real office PC. A model that answers in half a second on our bench can take five on the machine it is actually bought for. So every prototype is timed on hardware that matches yours — same class of processor, same memory, same graphics card if there is one. The numbers in your specification are the numbers you will see after delivery. If a model only works on hardware you do not own, we tell you before you buy it, not after.

New notes, by email

There is no newsletter schedule. When a note is worth reading, we send it — a few times a year. Write to [email protected] with the subject "Notebook updates" and we will add you to the list.