Last updated May 26, 2026
Notes from AI work I want to find again
Blog index for notes Aaron wants to find again: classroom AI, tool tests, agent jobs, creator work, and workday fixes.
What I write about
Tool tests, classroom AI notes, and workday fixes I kept needing to look up again.
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 keeps dated notes from the small systems and workday fixes I would otherwise forget by Friday.
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 classroom AI, tool tests, agent workflows, creator work, podcasting, privacy, and workday fixes.
Where should I start?
Start with the newest note that matches the work in front of you. If you want something practical to try, use the tools page.