Pulling threads.
Sketches of a changing world.
Design & AI Enabler · Co-founder of Stokd. I look for where humans belong in AI agent systems: at work, in a startup, in daily life.
Posts
3 November 2026N° 04
Why doesn't AI boost teams as much as individuals?
Alone with AI, I move much faster. As a team, much less so. What recent studies say, and why: the weakest link.
20 October 2026N° 03
My 2012 Kindle landed a permanent job
My 2012 Kindle Paperwhite was lying idle at the bottom of a drawer. Now it hangs on the kitchen wall and shows the whole family's day.
17 October 2026N° 02
My third-grader keeps asking for her homework
A few days ago, my youngest came home from school with mistakes in her column arithmetic, things like 543 + 309 or 543 − 319.
24 March 2026
What weeks of intensive Claude Code usage taught me
An agent without a system is an intern who starts from scratch every morning. The 7 levers that changed everything for me.