Notes from a lifelong learner.

I watched a 35-minute demo of an AI agent building an e-commerce brand end to end — research, logo, products, checkout, launch. The tools were different from mine. The philosophy wasn't.

Spec-first delegation: why the design document is the contract, not the conversation.

What I learned when my AI assistant kept forgetting my rules — and how to make rules it can't forget.

No coding background, just curiosity and a good brief. The full story of aisupplychain.gcartifacts.com.