/topic
#devops
2 posts
engineering
Redis was at 50% CPU. It was already too late.
A production support question — "our self-managed Redis was at 50% CPU on a 4-core box, but latencies were already climbing, how do we know when to scale?" — turned into a real benchmark investigation for anyone self-managing a database in production, on both a standalone instance and a real primary/replica pair. Here's the metric that actually matters, the thresholds to alert on, and when to scale up vs. scale out.
productivity
Export google cloud resources to terraform format
Complete guide to exporting Google Cloud resources to Terraform format. Learn Infrastructure as Code (IaC) best practices, migrate from ClickOps to Terraform, and master cloud engineering with this step-by-step DevOps tutorial.