Recent Blogs

From Prompt to Loop: Four Paradigm Shifts in AI Engineering, Across My Three Years of College

The Cheaper Tokens Get, the More Ontology Is Worth

First Principles Is a Scalpel, Not a Hammer

When the Distance Between Intent and Capability Hits Zero

Persistence Wins

Don't Seek Your Homeland — Seek Fertile Ground

Yesterday, Claude Went Down
Making AI land safely
in the real world
Vīrya — the hero's energy, the root English keeps in virtue. An old creed that runs my work: make the vow, then keep it without pause — small water, always flowing, cuts through stone. If you hold a problem worth years, I want it.