DX Research: AI Engineering Gains Modest, Culture Key
DX's longitudinal research reveals AI boosts engineering throughput by 8-15%, debunking 10x hype. Coding optimization hits structural limits as coding comprises only 14% of dev time. Leaders must avoid false velocity, expand AI across the SDLC, and prioritize cultural adoption to realize outlier performance and sustainable business value.