Autoscaling and Cost Tradeoffs

Autoscaling sounds like the obvious answer but it introduces complexity that interviewers probe. When do you scale up? How fast? What about scale-down? What does over-provisioning cost? These questions test whether you think about the business impact of technical decisions. Autoscaling Triggers The Cost Conversation The L6 signal: 'I would tag all autoscaled resources with the pipeline name and team owner so we can attribute cost to the specific pipeline. If a pipeline's cost grows 5x month-over-month, that triggers a cost review before the next billing cycle.' This connects scaling to organizational accountability.