February 3, 2026

Why AI Changes How We Build Software, Not Just How Fast

AI has changed the conversation in software development, but not in the way most people expected. While much of the industry focuses on speed, this episode of Tech Council explores the deeper shift: AI is changing how software is built. Faster feedback loops demand better decision-making. Automated workflows raise the bar for testing, rollout strategies, and system resilience. Duncan Mapes and Jason Ehmke examine why feature flags, automation, and thoughtful development practices are no longer optional when AI accelerates delivery. It also addresses the cultural shift required as engineers adapt to new responsibilities in an increasingly automated environment. Rather than framing AI as a shortcut, this episode positions it as a forcing function, one that exposes weak processes and rewards teams that prioritize clarity, quality, and customer insight.