A Defense That Has Never Refused Anything Is a Comment with Good Pressure

In this chapter, I examine how theoretical defensive code transforms into proven reality. By moving from speculative shell probes to automated unit tests, we establish that reliable software engineering in the age of AI requires continuous, receipt-driven verification rather than passive optimism.