Last updated May 26, 2026
Notes from AI work I want to find again
Blog index for Aaron Makelky notes on AI tools, education, agent workflows, creator work, and workday fixes he wanted in one place.
What I write about
Tests, misses, and workday fixes I wanted in one place.
I use the blog for the notes I need to come back to: classroom AI, agent workflows, creator tools, podcasting, privacy, and the small details that decide whether I use a tool again.
The What I built today section collects dated work logs so the small systems and daily experiments are easy to find after they leave the homepage.
Most posts start from something I tested or saw up close. A student using AI to make a reading finally click. A teacher trying to write a policy that will not fall apart in week two. A small agent job that saves someone from checking a noisy surface all day.
The archive is not meant to be a perfect curriculum. It is the working notebook. If a post has held up, I keep it. If a newer test changes the way I think, I add the next note.
Keep going
Sources and references
Short answers
What topics does Aaron Makelky write about?
Aaron writes about AI in education, practical AI tools, agent workflows, creator systems, podcasting, and AI literacy.
Where should a new reader start?
Start with the AI in education friction article, then browse the tools page if you want something practical to try.