Independent technology briefing
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Kubernetes

496 briefings in the desk

AI

Kubernetes v1.34: Pods Report DRA Resource Health

The rise of AI/ML and other high-performance workloads has made specialized hardware like GPUs, TPUs, and FPGAs a critical component of many Kubernetes clusters. However, as discussed in a previous blog post about navigating failures in…

Sep 17, 20254 min↗
Infrastructure

Kubernetes v1.34: Moving Volume Group Snapshots to v1beta2

Volume group snapshots were introduced as an Alpha feature with the Kubernetes 1.27 release and moved to Beta in the Kubernetes 1.32 release. The recent release of Kubernetes v1.34 moved that support to a second beta. The support for…

Sep 16, 20253 min↗
Development

Kubernetes v1.34: Autoconfiguration for Node Cgroup Driver Goes GA

Historically, configuring the correct cgroup driver has been a pain point for users running new Kubernetes clusters. On Linux systems, there are two different cgroup drivers: cgroupfs and systemd. In the past, both the kubelet and CRI…

Sep 12, 20253 min↗
Infrastructure

Kubernetes v1.34: Mutable CSI Node Allocatable Graduates to Beta

The functionality for CSI drivers to update information about attachable volume count on the nodes, first introduced as Alpha in Kubernetes v1.33, has graduated to Beta in the Kubernetes v1.34 release! This marks a significant milestone in…

Sep 11, 20253 min↗
Infrastructure

Kubernetes v1.34: Use An Init Container To Define App Environment Variables

Kubernetes typically uses ConfigMaps and Secrets to set environment variables, which introduces additional API calls and complexity, For example, you need to separately manage the Pods of your workloads and their configurations, while…

Sep 10, 20253 min↗
Development

Kubernetes v1.34: Snapshottable API server cache

For years, the Kubernetes community has been on a mission to improve the stability and performance predictability of the API server. A major focus of this effort has been taming list requests, which have historically been a primary source…

Sep 9, 20254 min↗
Infrastructure

Kubernetes v1.34: VolumeAttributesClass for Volume Modification GA

The VolumeAttributesClass API, which empowers users to dynamically modify volume attributes, has officially graduated to General Availability (GA) in Kubernetes v1.34. This marks a significant milestone, providing a robust and stable way…

Sep 8, 20253 min↗
AI

Kubernetes v1.34: Pod Replacement Policy for Jobs Goes GA

In Kubernetes v1.34, the Pod replacement policy feature has reached general availability (GA). This blog post describes the Pod replacement policy feature and how to use it in your Jobs. About Pod Replacement Policy By default, the Job…

Sep 5, 20254 min↗
Development

Kubernetes v1.34: PSI Metrics for Kubernetes Graduates to Beta

As Kubernetes clusters grow in size and complexity, understanding the health and performance of individual nodes becomes increasingly critical. We are excited to announce that as of Kubernetes v1.34, Pressure Stall Information (PSI)…

Sep 4, 20253 min↗
Development

Kubernetes v1.34: Service Account Token Integration for Image Pulls Graduates to Beta

The Kubernetes community continues to advance security best practices by reducing reliance on long-lived credentials. Following the successful alpha release in Kubernetes v1.33, Service Account Token Integration for Kubelet Credential…

Sep 3, 20256 min↗
Security

Kubernetes v1.34: Introducing CPU Manager Static Policy Option for Uncore Cache Alignment

A new CPU Manager Static Policy Option called prefer-align-cpus-by-uncorecache was introduced in Kubernetes v1.32 as an alpha feature, and has graduated to beta in Kubernetes v1.34. This CPU Manager Policy Option is designed to optimize…

Sep 2, 20254 min↗
Development

Kubernetes v1.34: DRA has graduated to GA

Kubernetes 1.34 is here, and it has brought a huge wave of enhancements for Dynamic Resource Allocation (DRA)! This release marks a major milestone with many APIs in the resource.k8s.io group graduating to General Availability (GA),…

Sep 1, 20255 min↗
AI

Kubernetes v1.34: Finer-Grained Control Over Container Restarts

With the release of Kubernetes 1.34, a new alpha feature is introduced that gives you more granular control over container restarts within a Pod. This feature, named Container Restart Policy and Rules, allows you to specify a restart…

Aug 29, 20256 min↗
Development

Kubernetes v1.34: User preferences (kuberc) are available for testing in kubectl 1.34

Have you ever wished you could enable interactive delete, by default, in kubectl? Or maybe, you'd like to have custom aliases defined, but not necessarily generate hundreds of them manually? Look no further. SIG-CLI has been working hard…

Aug 28, 20254 min↗
Development

Kubernetes v1.34: Of Wind & Will (O' WaW)

Editors: Agustina Barbetta, Alejandro Josue Leon Bellido, Graziano Casto, Melony Qin, Dipesh Rawat Similar to previous releases, the release of Kubernetes v1.34 introduces new stable, beta, and alpha features. The consistent delivery of…

Aug 27, 202531 min↗
Infrastructure

Tuning Linux Swap for Kubernetes: A Deep Dive

The Kubernetes NodeSwap feature, likely to graduate to stable in the upcoming Kubernetes v1.34 release, allows swap usage: a significant shift from the conventional practice of disabling swap for performance predictability. This article…

Aug 19, 20259 min↗
AI

Introducing Headlamp AI Assistant

This announcement originally appeared on the Headlamp blog. To simplify Kubernetes management and troubleshooting, we're thrilled to introduce Headlamp AI Assistant: a powerful new plugin for Headlamp that helps you understand and operate…

Aug 7, 20254 min↗
Infrastructure

Kubernetes v1.34 Sneak Peek

Kubernetes v1.34 is coming at the end of August 2025. This release will not include any removal or deprecation, but it is packed with an impressive number of enhancements. Here are some of the features we are most excited about in this…

Jul 28, 20257 min↗
Development

Post-Quantum Cryptography in Kubernetes

The world of cryptography is on the cusp of a major shift with the advent of quantum computing. While powerful quantum computers are still largely theoretical for many applications, their potential to break current cryptographic standards…

Jul 18, 20257 min↗
AI

Navigating Failures in Pods With Devices

Kubernetes is the de facto standard for container orchestration, but when it comes to handling specialized hardware like GPUs and other accelerators, things get a bit complicated. This blog post dives into the challenges of managing…

Jul 3, 202514 min↗
AI

Image Compatibility In Cloud Native Environments

In industries where systems must run very reliably and meet strict performance criteria such as telecommunication, high-performance or AI computing, containerized applications often need specific operating system configuration or hardware…

Jun 25, 20256 min↗
Development

Changes to Kubernetes Slack

UPDATE: We’ve received notice from Salesforce that our Slack workspace WILL NOT BE DOWNGRADED on June 20th. Stand by for more details, but for now, there is no urgency to back up private channels or direct messages. Kubernetes Slack will…

Jun 16, 20253 min↗
Infrastructure

Enhancing Kubernetes Event Management with Custom Aggregation

Kubernetes Events provide crucial insights into cluster operations, but as clusters grow, managing and analyzing these events becomes increasingly challenging. This blog post explores how to build custom event aggregation systems that help…

Jun 10, 20253 min↗
AI

Introducing Gateway API Inference Extension

Modern generative AI and large language model (LLM) services create unique traffic-routing challenges on Kubernetes. Unlike typical short-lived, stateless web requests, LLM inference sessions are often long-running, resource-intensive, and…

Jun 5, 20255 min↗