Editorial

The rest of this site teaches, and teaching material has no opinion. This is where the opinion goes. Each piece starts from something that actually happened in artificial intelligence or in software architecture — a release, a result, a failure, a shift in how the work is done — and argues its way to a position: what genuinely changed, what is only being marketed as change, and what a working architect should do differently because of it. Positions are arguable on purpose, and everything they rest on is linked and dated.

7 editorials 4 strands 45 cited sources 11,079 words

All Systems & Scale2 Economics & Value1 Platforms & Power2 Reliability & Consequence2

Cost curves, unit economics, buy-versus-build, procurement, and where value moves when generation gets cheap.

Economics & Value 6 September 2026 7 min read New

One GPU, or something like it

Kubernetes v1.37 promoted DRA extended resources to general availability on 26 August, and the enhancement proposal behind it is explicit that this is not a migration path. After years of work making accelerators describable, the interface almost everyone will use is still a number.

Kubernetes has made the countable device request permanent rather than transitional, so what a workload's accelerator request means now lives in a cluster-scoped object nobody reviews, while capacity stays governed in a unit that cannot describe what was allocated.

Read it → 6 sources kubernetesgpu schedulingcapacityquota