When Not to Use AI: A Senior Engineer's Decision Framework

A senior software engineer lays out a practical decision framework for evaluating when AI coding tools help versus hinder. The article covers scenarios where AI assistance reduces velocity—such as tightly-coupled legacy systems, security-critical code, and exploratory debugging—o