I read and understand the code using my brain, by constructing a mental model and reasoning about it. An AI can't do this because they don't have mental models and don't do reasoning.
Following the output of agent “thinking” simulation lines up pretty good with what I’ve been doing for 20ish years, but of course I may just be a moron who isn’t good at computers.