Theo Browne on Unlimited Enterprise AI Tokens

Theo Browne posted a reply noting how quickly problems appear when enterprises grant unlimited tokens. Developers ship features at a much higher pace once token limits disappear. At the same time the area exposed to bugs, regressions, and jank grows rapidly. Browne added that products break down faster if the developers themselves stop using what they are building while they add new capabilities. The observation comes from his public reply on the topic of AI usage inside large organizations.