The Apprenticeship Paradox: How AI Productivity Gains Threaten the Next Generation of Engineering Judgement
Executive Overview The modern software engineering lifecycle is undergoing a seismic, structural evolution. Driven by the rapid maturation of generative artificial intelligence and large language models, development velocity has hit unprecedented heights. Across the industry, engineering teams are delegating boilerplate code generation, initial bug triage, and routine log analysis to autonomous systems. Yet, beneath the…
