Adding engineers to a late project makes it later because of communication overhead. This problem, called the "cohesion tax," is now accelerated by AI code generators that write plausible but inconsistent code. Instead of trying to make AI understand your standards, the solution is to define and automatically enforce those standards within the development environment itself. This makes the author (human or AI) interchangeable and ensures the system's integrity without relying on human review.