Did one experiment - to have a UI kit that renders to both for human and for model, so model can easily reason about layout.

Another small experiment - i built a full harness for building UI, i call them "gym" like old school RL environments. So i have a gym where model can measure rendered dimensions, also can screenshot components, also can calculate optical center and write unit tests with all calculations of dimensions and layouts. It seems it is working, but a simple square/circle avatar component costs north of 150k tokens of Fable 5. Which i guess is expected and right amount of tokens needed to vertically center text in both browsers.

Quite fast a good self-hosted slack/telegram is growing.

At Happy Birthday, started working on Happy2!

Nothing to show yet, but i have updated main landing page and new coding harness repo:

https://github.com/slopus/rig
https://happy.engineering/

i am visiting YC Paper club where people discuss ml stuff, today there are 4 talks about power efficiency. 15 years later people still hate python and think that it is a bad abstraction

what you guys think?

Plz subscribe!

https://x.com/happy__eng

Hopefully soon will have some content

Got FOMO that i missed this codex keyboard, asked codex to manufacture me the one. I bet it would be cheaper than original.

jeez it does pcb now

can you believe in it?

https://happy.engineering/codex-keybored/

Looks nice, this thing is self-expanding and updating features

Added some nice countdown for out of tokens