Six months ago I was running noisy 3090s with models that looped or stopped mid-task.
Now we can code all day long, support regulated customers air-gapped, and red-team our products - without a safety lecture or getting our account banned.
I wrote the prose for the blog post.
The AI agent (GLM 5.3 Flash, on Sparks), executed all the steps, took screenshots in a headless X11 SlicerVM
And we shipped it.
Zero slop
This is how I get HTTPS endpoints in <1s for preview URLs, etc
10/10 price. 2/10 packaging.
Needed this to retain Daybreak individual access. Auth with FIDO2 key only.
Proper pain in the neck to access Codex/ChatGPT now though.