CTO at Archdesk | AI agent economics & security | Author of "cost per verified task" — cited in The New Stack, InfoQ, TechRound
CTO at Archdesk (enterprise SaaS / ERP for construction and manufacturing) with a FinTech exit and a background in security research (2004-2012, gray-hat). I run production fleets of AI agents and publish the arithmetic behind them: what an agent-hour really costs, why verification is 80-90% of the real cost of AI work, and how to price autonomy honestly. Author of the frameworks Proof-Adjusted Autonomy, Joule Wars, Proof Debt and Revocation Exposure. Quoted by The New Stack ("the useful metric is cost per accepted change after review and repair"), InfoQ and TechRound. I publish 12 free open-source AI-economics calculators at piszczek.pl/tools and a research paper on energy per verified task. I answer fast, with numbers a journalist can check, and I am comfortable going on record with s...