AI Cost Control, Agent Reliability, and Containing Claude

Three signals worth sitting with today: Cassie Kozyrkov's breakdown of a $500M accidental AI spend is the clearest cost governance case study I've seen, Harrison Chase published a substantive piece on what actually makes agentic systems fail in production, and Anthropic's "how we contain Claude" post gives PMs a concrete mental model for multi-product AI deployment.