Aaron Koivunen
Building, learning, and sharing it.
Thoughts on Tedix, the MCP ecosystem, and making AI useful in the real world.
Notes from the field
Tools connect. Skills make work happen.
Why connecting an agent to your tools is only the beginning.
What a robot arm taught me about agents
A hackathon lesson about turning human know-how into useful work.
GEO is a workflow question
Connecting data, expertise and action in a world of AI discovery.