Management In The Age Of AI

AI tools reached an inflection point in late 2025, fundamentally changing what good management looks like. Managers in 2026 must become hands-on builders to understand AI tooling firsthand, raise output expectations since powerful tools eliminate many old excuses, actively manage AI spend as pricing shifts to consumption-based models, enforce precise goal clarity to avoid building the wrong things fast, and deliberately force team collaboration as everyone works heads-down with personal agent fleets. Hiring standards must also rise sharply, as the gap between great and mediocre engineers amplified by AI tools is now roughly 100x rather than 2x.