An operator, not a tourist.

I’ve been building digital products since 1998. I co-created Nokaut and Morizon/Gratka — leading product and technology in companies that went from startup to public market and exit.

Today I build AI products and use agents in my daily workflow: an agent takes a ticket, writes code, another model reviews it, a human approves the decision. This is not a futuristic deck. It’s a way of working that already works.