automation

He Tried Print-on-Demand Shirts, a Blog, 2,000 YouTube Videos — Then Hit $35K/Month in Year Four

Whether a side hustle is worth your time isn't about how busy it keeps you. It's about whether finishing it once means you have to start over next time — the difference between a one-off script and a service that keeps running.

"Not There" and "Didn't Find It": I Got It Wrong Twice

My own automation tripped on judging that there was no material — the same logic hole once in code and once in judgment, both treating "did not find it" as "it does not exist."

Same Drawdown: One System Fell 42%, the Other Only 15%

Reviewing an abnormal drawdown in an automated system showed that whatever you leave unspecified in code never defaults to safe. It slides to whichever default sits closest.