AI Coding Tools Boost Speed but May Erode Core Developer Judgment

A solo developer writing on DEV Community reflects on how AI coding assistant Cursor has dramatically cut his development time by handling boilerplate, syntax, debugging suggestions, and documentation. However, he warns that the same tool can short-circuit the productive struggle that once built deep engineering intuition and problem-solving skills. He draws a key distinction between execution tasks, which AI handles well, and judgment tasks such as architecture choices, security considerations, and validating correctness, which developers must still own. To stay sharp, he now documents problems and constraints before prompting the AI, manually investigates some bugs before seeking AI help, and holds himself to explaining every meaningful change. He argues that as AI reshapes software development, experience may increasingly hinge on how well developers define problems and evaluate outputs rather than how much code they write themselves.