The emergence of AI coding tools is fueling considerable speculation regarding the trajectory of software engineering . Will these systems completely replace human coders? Perhaps not entirely, but they are certainly poised to transform the workflow of building applications . We can anticipate a shift where developers will increasingly concentrate