Labeling a system an agent because the word sells, whatever the architecture underneath. Both directions of the mislabel cost you: a workflow sold as an agent buys oversight ceremony it does not need; an agent shipped as an “automation” skips the disciplines autonomy demands. The cure is one question: does the model decide the next step, or does code? (Chapters 1 and 14.)