Data Bricklaying Diary

Nov 10, 2026 · R&D Management

Training Engineering Judgment When AI Writes the Code

The article argues that AI-generated code hides junior developers' understanding, and proposes a training loop of prediction, failure reproduction, condition variation, and scheduled mentorship within real tasks to build engineering judgment rather than relying on code volume or delivery completeness.