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ESSAYJul 276 min

The napkin math is public now

Moonshot put a three-trillion-parameter model on Hugging Face, and the most interesting number in the release is not a benchmark. When dozens of providers race to serve the same public artifact, th...

ESSAYJul 277 min

Seeing like a model

Anthropic cut Claude Code's system prompt by 80 percent for the Claude 5 models and told everyone to simplify. So I audited the 66,792 bytes my own agents auto-load, atom by atom. The doctrine's cu...

ENGINEERINGJul 218 min

One model sounds certain. Five models show you the risk.

A single model answers in one confident voice whether it is right or wrong, and the prose has no seam where the guessing starts. So I built a council: five cross-lineage models answer in parallel, ...

ENGINEERINGJul 205 min

Production fell a day behind and nothing said a word

A build that fails pages you inside a minute. A deploy pipeline that quietly stops shipping says nothing at all, and a site on yesterday's code looks identical to one on today's. Production sat twe...

ENGINEERINGJul 133 min

The week I closed forty issues on purpose

My open-issue count went from north of thirty to about four this week, and most of that drop was not work finishing. It was work getting deleted on purpose: a launch shelved, a roadmap shuttered, a...

ENGINEERINGJul 123 min

My changelog read like a git log in a newsletter costume

The weekly send was merged pull-request titles with a subject line on top. This is the work of making it something a person would open: the machine assembles the facts, a human gate decides what is...

ENGINEERINGJul 117 min

Two thousand pull requests in 151 days

Pull request #2000 merged into this repo on a Friday evening, thirteen seconds after it opened. Here is the confetti, a picture tour of what 2,000 pull requests built, and the honest footnotes abou...

TOOLSJul 114 min

Three trips into Hugging Face, and what came back

The site had never touched the open half of machine learning. Over three shipped expeditions that changed: live field notes, an in-browser search engine, and a benchmark tie against the paid incumb...

ENGINEERINGJul 113 min

A scheduled job that does nothing still looks green

A cron that crashes pages you. A cron that quietly stops firing, or fires and does nothing, says nothing at all, and silence looks exactly like success. So I built a heartbeat dashboard for silent ...

ENGINEERINGJul 103 min

I rendered a real airport from open data in plain three.js

Tashkent International, drawn to scale from OpenStreetMap: both runways with their painted markings, the terminals, and a night lighting rig that comes up on the city's own clock. No game engine, n...