The Cast AI blog
Guides, tutorials, and tips on Kubernetes automation, from cost optimization to cloud security and everything in between.
Multi-Cloud and Cross-Region GPU Capacity for Kubernetes AI
Multi-cloud GPU capacity lets a single Kubernetes cluster source scarce GPUs, TPUs, and CPU from any cloud or region through one control plane, so AI inference…

Kubernetes Node NotReady: Why Nodes Go NotReady and How to Fix It
A Kubernetes node in NotReady state has stopped reporting healthy to the control plane, so…

Kubernetes Cost Governance: Policies That Stop Waste Before It Ships
Kubernetes cost governance policies are the guardrails that stop waste before it reaches production: ResourceQuotas…

Graviton and ARM Nodes for Kubernetes: Lower Cost per vCPU
ARM nodes (such as AWS Graviton) deliver lower cost per vCPU than x86 for many…

Reserved Instances, Savings Plans, and CUDs for Kubernetes
How reserved instances, savings plans, and committed use discounts apply to Kubernetes, when to commit,…

Kubernetes Cost Optimization Case Study: How to Prove Savings With Real Data
A Kubernetes cost optimization case study proves savings with real before-and-after data: utilization, cost, and…

Kubernetes Cost Optimization RFP Template: Requirements, Questions, and Scoring
This Kubernetes cost optimization RFP template gives you the requirements, the vendor questions, and a…

How to Build the Business Case for Kubernetes Cost Optimization
Most Kubernetes clusters run at 8% CPU utilization, meaning the majority of compute spend is…

How to Run a Monthly Kubernetes Cost Review With Engineering and Finance
Kubernetes savings drift back fast without a recurring governance checkpoint. This guide gives you the…

Kubernetes Unit Economics: How to Track Cost per Customer, Feature, and Workload
Kubernetes unit economics ties cluster spend to the business: cost per customer, per feature, per…
