using ai for productivity
AI and the Myth of Instant Developer Productivity: What the Data Actually Shows
AI does not automatically boost developer productivity; it often adds complexity without measurable gains. In practice, teams see longer build cycles and mixed code-quality outcomes after adopting AI assistants. In a 2026 survey of 2,000 engineers, only 12% reported a tangible reduction in build time after integrating AI coding