About

I'm Angie. I use AI every day for work that has to ship — research, writing, decisions, the messy middle where a polished answer can still be wrong.

This site is where I keep the field notes. I care more about how models behave under a real task than about leaderboard scores or prompt packs. Most pieces start from something I was already doing, not from a content calendar.

You'll see the same job run across different models a lot. That is on purpose. One model is an opinion. Two is a conversation. Four is a pattern.

I also write on Medium. When a piece lives in both places, this site is the canonical version.