The Cast AI blog
Guides, tutorials, and tips on Kubernetes automation, from cost optimization to cloud security and everything in between.

GPU Sharing in Kubernetes: How to Cut Costs and Boost GPU Utilization with Cast AI
Running AI and ML workloads on Kubernetes often leads to underutilized, expensive GPUs. This blog…

āāWhy Cast AI Is Best for Running AI/LLM Workloads in Kubernetes
AI and LLM workloads demand powerful infrastructure. Cast AI automates GPU autoscaling, sharing, and cost…

Deploying GPU workload with Dynamic Resource Allocation
Kubernetes DRA replaces legacy GPU counts with structured, attribute-based requirements. This post demonstrates how to…

Why We Call It Application Performance Automation (APA): Beyond Cost and Observability. Focused on Performance.
Discover how Cast AI is redefining cloud automation with Application Performance Automationāgoing beyond cost and…

Is There a Karpenter Equivalent on GKE?
Why GKE still lacks a Karpenter equivalent and what that means for Kubernetes teams. Learn…

Meet OpsPilot: Your AI SRE Agent Built Into Cast AI
Stop switching between kubectl, cost dashboards, and event logs. Ask OpsPilot and get the answer…

Why Cast AI is Best for Kubernetes Automation
Cast AI automates Kubernetes management end to end – from scaling and rightsizing to cost…

Infrastructure Has a Closure Problem
Cloud operations teams don’t need more visibility. They need a system that can follow an…

Scale AI workloads on any hardware with Cast AI support for TPUs
Cast AI is the only automation platform that supports every major accelerator type for AI…