14 min read · turn observability signals into reliable scaling actions
Observability-driven auto-scaling in Kubernetes: from metrics to action
CPU-only autoscaling reacts after latency is already visible to users. Build a closed loop where Prometheus records saturation and queue pressure, KEDA applies bounded scaling behavior, and dashboards track scaling health as a first-class SRE signal.