On July 29, 2025, a sudden capacity shortfall in Microsoft Azure’s East US region prevented many customers from creating or starting virtual machines — an event that exposed a blunt reality: public cloud elasticity has practical, physical limits, and “infinite” capacity is a marketing convenience, not an operational guarantee. Administrators saw allocation failures, automatic retries didn’t always succeed, and while Microsoft reported the incident as resolved the following week, many teams...