Thoughts & Essays

Technical deep-dives, ideas, and perspectives on engineering and AI.

Sovereign architect part 2: From Philosophy to Protocol

Part 2 of 2 — The Sovereign Architect Part 1 laid out what I believe: engineering is applied philosophy, and the job is to survive human irrationality, se...

8 min

Sovereign architect part 1: Engineering Is Applied Philosophy

Part 1 of 2 — The Sovereign Architect "Engineering is applied philosophy. We solve human realities under irrationality, selfishness, and chaos: not just s...

9 min

Your Model Isn't a Product Until It's an API: Why AI Engineers Need Backend Skills

A finetuned model sitting in a Jupyter notebook has done nothing for anyone yet. It has no users, no uptime, no way to be called by another system. The momen...

4 min

We Cannot Win the Frontier AI Race: Here Is the Race Africa Can Win

In short: Building a frontier AI model to rival GPT, Gemini, or Claude costs hundreds of millions to billions of dollars in compute alone, plus energy infras...

12 min