Your ML models work perfectly in development. The inference latency looks great, the throughput numbers hit your targets, and your team is ready to ship. Then production reality hits: you need to serve this model across three regions, handle failover when a GPU node disappears, and maintain consistent p99 latency for users in Singapore and São...