Sedai Blog

Why Your GPU Utilization is Shockingly Low

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.

Top 12 Cloud Cost Management Tools Compared

We analyzed and ranked the best tools for managing cloud costs. Start tracking and reducing spending across your cloud stack.

AI Cost Management: How It Works and 12 Tips to Cut Your Costs

Your guide to tracking, controlling, and optimizing the cost of artificial intelligence

Should You Build Your Own Cloud Optimization Tool?

Building your own cloud optimization tool can seem like a good idea at first. Here's where the real costs hide, and when buying makes more sense.

Introducing the Sedai Karpenter Migration Assistant: Move to Karpenter Without the Risk

Karpenter is the better way to provision EKS nodes, but migrating safely is hard. Sedai's new Migration Assistant automates the cutover, with a pre-flight compatibility check and automatic rollback if anything goes wrong.

Amazon EC2 vs ECS: 5 Key Differences and How They Work Together

Compare ECS and EC2 by cost, scaling, control and complexity. Practical rules of thumb to pick the right AWS compute model for your workload.

Onboard to Sedai Your Way: Introducing the Sedai Terraform Provider

Onboard AWS, Kubernetes, Azure, and GCP resources into Sedai using Terraform. No UI required — just infrastructure as code.

Introducing Kubernetes Pod Interceptor: Optimize Without Fighting Your Pipeline

Sedai is introducing Pod Interceptor and Smart Scheduler — two changes to how Sedai executes and schedules on Kubernetes, so the optimization you've already identified actually lands, without fighting your GitOps pipeline or waiting on a manual consolidation step.

How Do We Deal With the Complexity AI Agents Hand Us?

AI agents ship overcomplicated code and argue when asked to simplify it. Three Sedai engineering leaders on how they review, budget, and cut it down.