Blog

Thinking out loud about products, distribution, and building in public.

·4 min read

I Lost More Money in Crypto Than You Could Ever Invest — 3 Lessons

After seven years of trading crypto in Singapore, here are three hard-won lessons about market manipulation, liquidation heat maps, and why thinking like retail will always lose.

·10 min read

How LLMs Actually Work: What Happens When You Talk to ChatGPT

A no-BS breakdown of what happens inside ChatGPT when you type a message. Tokenization, embeddings, transformers, attention — explained like I'd explain it to a smart friend over coffee.

·3 min read

Why I'm Betting on Distribution Over Building

In a world where any product can be built with AI in a weekend, the real moat is getting it in front of people. Here's why I'm going all-in on distribution.