Everyone thinks manual scaling is fine - Downtime costs real money. What 99.999999999% durability actually teaches us
https://www.generate-bookmark.win/why-engineering-leads-and-architects-at-growing-platforms-struggle-with-storage-bottlenecks-and-scaling-decisions
Why teams still rely on manual scaling despite rising costs Most operations teams I meet have a ritual: monitor dashboards, wait for alerts, jump in, and add capacity. Manual scaling feels safe. It's visible