Hi, I'm Edmund Hee.
CTO at LEAD, founder of GRUDA Technologies, and an AI trainer on the side. This site is where I think out loud — notes on what I'm building, what I'm teaching, and the half-formed ideas in between.
Running Claude Code on Sakana's Fugu models
Sakana shipped Fugu yesterday — a single API that quietly farms your request out to a pool of frontier models. I pointed Claude Code at it and watched a five-hour budget evaporate in twenty minutes.
Installing Claude Code with one command
Setting up a coding tool usually means a checklist of installs before you even start. I wrote a one-command script that handles the whole thing — with a preview mode — for non-technical users.
I let DeepSeek read every pull request so I don't have to
AI made writing code cheap, but reviewing it still eats my mornings. So I built a small tool that hands the first-pass pull request review to DeepSeek for about a dollar a day.
DeepSeek V4 Pro: 519 million tokens for $7
Our four-dev team blew through Claude Code's weekly budget, so we pointed everything at DeepSeek V4 Pro instead. Twelve days and $7 later, here's how it stacks up against Opus 4.7 and Sonnet 4.6 — and why the timing matters.
Cutting Claude Code tokens by ~75% with caveman mode
An ultra-compressed prompt style that strips articles, filler, and pleasantries from Claude Code without losing technical substance. Here's what it costs, what it saves, and where it bites.