Kubernetes
Autoscaling, pod lifecycle, custom metrics, and running workloads on Kubernetes without fighting the platform.
Engineering Notes 1
- Setting CPU and Memory Limits That Match Reality
Limits too low cause OOMKill loops. Too high waste money. How we right-sized from production metrics.
Debugging Stories 1
- HPA with Custom Metrics: Scaling Beyond CPU
CPU-based HPA failed us during traffic spikes. Switching to request-rate metrics from Prometheus fixed autoscaling lag.