// Thoughts on AI engineering, prompt architecture, and building production systems that actually ship.
14 years of transit obsession, Japanese since Year 7, and why Tokyo is the only city that's kept calling. I'm going in September.
For those who knew me growing up, the idea of me writing a weight loss journey post would come as a genuine shock. Here's how I went from 93.6 kilos back toward the person I used to be, without ever feeling like I was dieting.
Most developers never touch temperature settings. This single parameter can be the difference between consistent, production-ready code and unreliable AI output. Here's what I learned optimizing 12 AI agents.
Most people write one-off ChatGPT prompts. I built a systematic prompt architecture for Roo Code with 12 specialized agents, security mandates, and automated TDD. Here's what I learned about prompt engineering at scale.
I spent Discovery Day at the West Gate Tunnel walking through billions of dollars of car infrastructure while waiting 30 minutes for shuttle buses that were supposed to run every 5-10 minutes. Here's what it revealed about Victorian transport policy and what it means for Melton.