DevOps

Real-World AWS Cost Optimization Strategies for High-Traffic Platforms

Introduction I’ll be honest when I say running a high-traffic production environment on AWS is fun…. until you see the cloud bill. At first, you overprovision a bit of memory “just to be safe.” Containers stay up a little longer than needed. Logs? Oh, we log everything because, you know, one day you might need it. And cross-AZ...

by Karandeep Singh
Tag: ComputeOptimizer
15-Mar-2026

DevOps

Why Right-Sizing Is Not a One-Time Activity

Introduction If you’ve worked in production long enough, you’ve probably heard this: “Let’s right-size the services and reduce the AWS bill.” So we do it. We check CPU and memory metrics for a week. We reduce task sizes. Costs drop. Everyone’s happy. And then…. six months later, the bill increases again....

by Karandeep Singh
Tag: ComputeOptimizer
15-Mar-2026