Staring at a pull request full of AI-generated code induces a very specific kind of dread. The syntax compiles and the automated tests pass, yet the underlying logic feels entirely alien. We routinely trade our foundational understanding of a system for a quick feature release. When the inevitable production bug surfaces three months later, finding the root cause inside a thousand lines of machine