Architect PARK JUN WOO
Opinion
Why societies clash — and how we might fight less.
Agent Operable Codebase
Is code that's easy for humans to read the same as code that's easy for agents to work with? It isn't. When a file has 20 functions in it, agent performance drops 30–85%. You need to turn the office into a factory.
Tech
Technology ideas for solving real problems.
huma — A Ratchet That Never Skips an Endpoint
Ask an AI agent to write tests for 42 endpoints and it declares 'done' at 15. huma turns endpoint lists into ratchet sessions, forcing the agent to cover every single one. scan, next, write, verify. Four commands, zero config.
Lecture
Vibe coding scaleup. How non-coders command AI agents.
Class 1. How to Command AI — Vibe Coding Essentials
From installing Claude Code to managing context with CLAUDE.md. How someone who doesn't know code can command AI.