Archive

My Personal AI Employee Is Called Muse: Building an AI Grader with Zero Code

6 minute read

Try it right now: the app is live at ai-grader-shwa.onrender.com public demo account — username public, password public — with its own isolated...

Is Code the Universal Representation? Part One

9 minute read

Inspired by “Coding Models之后” (After Coding Models) by Hokin的学术笔记 (Hokin’s Academic Notes) — original post. [1] An English translation of the original post i...

Encoding Isn’t Understanding? Part Two

6 minute read

Part Two of a series inspired by “Coding Models之后” (After Coding Models) by Hokin的学术笔记 (Hokin’s Academic Notes) — original post. [1] Part One covered renderi...

Taste Is the New Intelligence

3 minute read

AI is making intelligence abundant.

Is Jev Hype or a Real System One?

5 minute read

There’s a debate going around about Jev, the new model from TypeSafe. One camp says it’s exactly what AI needs: a fast, cost-efficient System One to compleme...

The Age of AGI Has Already Arrived

4 minute read

I didn’t expect to write this post. But two things happened recently that I can’t stop thinking about, and they both point to the same uncomfortable conclusi...

Why I’m writing in the open

less than 1 minute read

For years, my thinking lived in design docs, meeting notes, and papers. Useful to my team — invisible to everyone else.