AI Token Costs, Agent Governance, and the OpenAI-Hugging Face Incident

Three signals converging today: companies are actively scrambling to control AI token spend (the "tokenpocalypse" is real and affecting product decisions), AWS and LangChain both shipped production-grade governance tooling for agents this week, and the OpenAI-Hugging Face incident gave us a rare, concrete look at what happens when agentic systems cause unintended collateral damage at scale.