Tag

SDLC Optimization

2 articles tagged SDLC Optimization.

Jun 08, 2026 · Engineering Enablement by DX · 5 min read

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.

Technology Engineering Management AI Strategy #AI Productivity #Engineering Velocity #DX Research #SDLC Optimization
Feb 03, 2026 · Dev Interrupted · 5 min read

2026 Engineering Strategy: Closing the AI Delivery Gap

Linear B CEO Ori Karen predicts that 2026 will be a year of normalization for AI in engineering. While code generation hype persists, true ROI will emerge from optimizing downstream SDLC processes, implementing risk-based code reviews, and shifting metrics from adoption to impact.

Technology Engineering Management Business Strategy #AI Engineering #SDLC Optimization #Developer Productivity #Code Quality