Kubernetes

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Kubernetes 1.36 Resource Management: The Release Where the Defaults Flip

Nic Vermandé May 12, 2026

Workload-Aware Preemption arrives, DRA goes default-on, PSI metrics graduate to ...

Karpenter vs Cluster Autoscaler: 2026 Comparison Guide

Ben Grady May 11, 2026

Kubernetes resource management gets complex fast when you factor in cost, utiliz...

Kubernetes Swap for AI Inference: LimitedSwap, Memory Hierarchy, and GPU Workload Sizing

Nic Vermandé Apr 20, 2026

Why Kubernetes Swap Matters for GPU Inference Workloads Kubernetes swap is the a...

Kubernetes Leading Metrics: Why CPU Utilization Is the Worst Scaling Signal (And What to Use Instead)

Nic Vermandé Apr 13, 2026

The Spectrum of Kubernetes Leading Metrics The Horizontal Pod Autoscaler (HPA) s...

Why Spark on Kubernetes Breaks in Production

Konstantin Zelmanovich Feb 5, 2026

If you’re running Spark on Kubernetes, the production symptoms are familiar: exe...

Kubernetes v1.35 Deep Dive: In-Place Resize GA, Gang Scheduling & the Cgroup v2 Cliff

Nic Vermandé Dec 17, 2025

Kubernetes 1.34 gave us the building blocks: DRA went GA, PSI metrics landed in ...

The 6 Best Kubernetes Cost Optimization Tools for 2026

Rob Croteau Oct 26, 2025

Kubernetes cost optimization tools are platforms that analyze, right-size, and a...

kubectl autoscale & HPA: A Production Maturity Guide for 2025

Nic Vermandé Oct 22, 2025

Static replica counts are a gamble you can’t win. You either overprovision and b...

The Complete Guide to Kubernetes Management in 2025: 7 Pillars for Production Scale

Nic Vermandé Oct 20, 2025

Managing Kubernetes in 2025 starts with one simple truth: the control plane gove...

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