Software Quality Habits and AI Note
DZone.com

Software Quality Habits and AI

Software quality is about habits. The quality of our releases depends on the quality of our habits. Nobody ships a defect-riddled release because they didn't want quality. They ship it probably because the small daily behaviors that would have prevented it — the small habits — quietly stopped happening. One skipped test, one PR approved without being read, one “we'll fix it later” at a time.This article makes a quick introduction to those habits, small and large. It explains how small habits become large over time and how good and bad habits compound. I also discuss a specific danger I think we're underestimating: that AI, used without understanding and judgment, doesn't just fail to build good-quality habits. It can actively erode the ones that we may already have.