by Austin Welsh
Introduction AI is no longer a novelty in software development. It’s embedded in editors, terminals, CI pipelines, documentation, and even product discovery. The question is no longer “should developers use AI?” it’s how, where, and with what level of responsibility. In 2026, AI has dramatically lowered the barrier to producing code. At the same time,



