I'm Michał Piszczek, CTO at Archdesk and founder of Lextron.ai. I work on software and write about AI agents, the economics of compute, and the costs of verifying automated work. I'm interested in how recursive self-improvement and large-scale agent deployment change the problem of human oversight.