Thinking

Notes from a non-developer building AI systems. What works, what doesn't, and what I stole from smarter people.

I Built 8 Layers to Remove AI Voice. People Still Say It "Smells Like AI."

March 2026·8 min read

I Built 8 Layers to Remove AI Voice. People Still Say It "Smells Like AI."

And somehow, that hurts my feelings? About AI? What is happening to me.

AI ContentBuilding in PublicVoice