Because Event Modeling specifications already carry given/when/then semantics, translating them into test code is mechanical. Nowak demonstrated feeding his event model and one translated slice into ChatGPT, which produced the rest. He recommends delegating such boilerplate to juniors or LLMs so the team can focus on modeling — where the real money is made.