Sedai Blog

Kubernetes Cost & Resource Optimization Guide 2026

Learn how to align cluster capacity with workload demands: autoscaling, resource metrics, right-sizing and advanced AI platforms like Sedai.

6 GKE Cost Optimization Best Practices for 2026

Cut GKE costs in 2026 with 6 best practices: rightsizing, autoscaling (HPA/VPA/CA/KEDA), CUDs, Spot VMs, and Autopilot vs Standard mode.

How We Solved the GPU Optimization Problem for Kubernetes

A single GPU can waste $70k per year. The problem is measuring the nvidia-smi utilization metric wrong. Here's how Sedai rebuilt the GPU utilization measurement from the hardware up to actually fix it.

The Ultimate Guide to GPU Scaling With Karpenter

GPU compute is no longer something you just throw money at. As AI workloads hit production at scale, Karpenter has become the precision tool EKS teams need, but only if you're configuring it right. Here are the five mistakes to stop making and eight practices worth adopting.

GKE Autopilot vs. Standard: What You Gain and What You Give Up

A deep technical guide to how GKE Autopilot works, where it fits, cost trade-offs, limitations, and when to choose Autopilot vs Standard clusters.

Is The Era of Cheap AI Over?

This week, the trend is impossible to ignore: LLM costs are out of control. Our engineering leadership team reacts.

Top 17 AWS FinOps Tools for Cost Control in 2026

Master AWS FinOps with top tools! Leverage Cost Explorer, executive dashboards, AI-enhanced insights, and optimize expenses. Buy now!

Amazon S3 Bucket Storage Basics: The 2026 Cloud Storage Guide

Master Amazon S3 bucket storage and functions. Discover smart cost-saving tips and how Sedai’s AI-driven automation keeps your storage efficient and secure.

Amazon S3 Express One Zone: Key Insights for 2026

Get started with Amazon S3 Express One Zone. Learn how it delivers ultra-fast storage and how Sedai ensures cost-effective, AI-driven optimization.