Microsoft Drops Claude Code After Budget Overrun (opens in new tab)

Token-based billing is the default model for frontier AI APIs, meaning any enterprise deploying agentic or code-generation tools at scale faces the same budget exposure Microsoft hit, and most procurement and finance teams have no frameworks to forecast or cap it. For founders and technical leaders, this signals that selling into enterprises requires either predictable pricing tiers or embedded spend controls, or deals will get canceled post-pilot regardless of product quality. Anthropic's $9...