Ever fought the urge to redo your portfolio for a whole year?

I did. Every week I wanted to tear it down and start over. Instead I kept making the work, and let the portfolio wait until there was something worth showing.

It’s finally refreshed. Still a work in progress, but 160 projects later, it’s ready.

Felt this in my soul! The endless cycle of wanting to tear down the portfolio is so real. 160 projects in is legendary discipline. Looks fantastic!

A training tells everyone the same thing. A sparring session shows you where you actually stand with AI.

It takes four hours, on your own machine, with your own work. Five questions about what you really do (not what you hope to do) place you on a ladder of seven levels, from zero to six. Then we take one real workflow of yours and ask, for every step: which level does it run at now, and which level should it run at?

You leave with a work piece for each level as proof, not a certificate.

The seven levels are my own development of a 2025 research paper, so treat them as a working model, not a validated one. The film shows a session in a boxing ring built from cubes, and how it ends for me.