I'm Scott Drake. I write software and teach leadership, but what I really do is study complex things and turn those insights into systems anyone can use. This site is where I share past and current work.

Twelve hours. That's how long it took to build a feature that would have been two to three weeks of work six months ago.

Not a prototype. Not a proof of concept. A report generation system that requires research and analysis spread across multiple LLM calls, plugged into an existing module with es...