Beyond Recall and the Illusion of Competence

The author argues that programming competence lies in understanding and debugging systems, not merely recalling syntax or typing code, and that AI should be used only to automate the mechanical writing of code. Relying on AI to generate fixes without building a mental model creates an illusion of competence, risking loss of deep system insight.