The Three Bottlenecks AI Can't Code Away

AI now generates 40-45% of all code, yet teams aren't shipping faster because the bottleneck shifted from writing code to coordination, governance, and review. The post argues that AI accelerated only the spec-to-code step, leaving the surrounding organizational overhead untouched. GraphQL Federation is presented as the solution: its ownership model reduces coordination by identifying which teams to involve, async schema proposals replace slow governance committees, and field-level usage tracking with deprecation analytics streamlines review. The post includes a practical threshold — if a feature requires coordinating across three or more teams, Federation pays for itself; otherwise, a monolith or REST is simpler.