
A parable about risk and growth.

AI removed the hardest part of building software: context matters more than coding skill. How operator-builders map workflows, ship small, and iterate faster than any vendor.

A practical guide to picking AI models by job, risk, and data—from ChatGPT and Copilot to open-source. Function, reliability, safety.