Docs

Curated Kubernetes content from AKS, EKS, GKE, OpenShift, Rancher/K3s and more—auto‑aggregated daily.

  • 2024-09-19
    Kubeflow Blog

    LLM Hyperparameter Optimization API: My Google Summer of Code Journey with Kubeflow

    Motivation Goal My Contributions to the GSoC Project Lessons Learned Think from the User’s Perspective Don’t Fear Bugs Communication is Important Every Contribution Counts In The End This summer, I had the opportunity to participate in the Google Summer of Code (GSoC) program, where I contributed to Kubeflow, an open-source machine learning toolkit. My project focused on developing a high-level API for optimizing hyperparameters in Large Language Models (LLMs) within Katib, Kubeflow’s automated hyperparameter tuning system.

    #kubeflow #kubernetes
  • 2024-08-08
    Grafana Kubernetes

    Observe deleted Kubernetes components in Grafana Cloud to boost troubleshooting and resource management

    Inside Grafana Labs’ Voice of Customer program: what’s new and what’s next Elizabeth Burkly · 26 Aug 2025 · 9 min read With our Voice of Customer program, we can tighten the loop between what our users ask for and what we prioritize in R&D. Here’s a look at some recent.

    #grafana #kubernetes
  • 2024-08-07
    Kubernetes.dev Blog

    Blog: Spotlight on SIG API Machinery

    Spotlight on SIG API Machinery Introductions SIG Machinery’s scope An evolving collaboration model The challenges of Kubernetes popularity The road ahead Joining the fun We recently talked with Federico Bongiovanni (Google) and David Eads (Red Hat), Chairs of SIG API Machinery, to know a bit more about this Kubernetes Special Interest Group. Frederico (FSM): Hello, and thank your for your time.

    #kubernetes #community
  • 2024-07-29
    Grafana Kubernetes

    Monitor these Kubernetes signals to help rightsize your fleet

    Kubernetes Monitoring backend 2.2: better cluster observability through new alert and recording. Serena Kei · 15 Jul 2025 · 4 min read The latest backend update to our Kubernetes Monitoring app in Grafana Cloud features significant improvements to alert rules and recording rules that.

    #grafana #kubernetes
  • 2024-07-22
    Kubeflow Blog

    Kubeflow 1.9: New Tools for Model Management and Training Optimization

    Model Registry Fine-Tune APIs for LLMs Pipelines v1 Feature Parity Argo Workflows and Tekton Backends Consolidation Argo Workflows Upgrade Katib Central Dashboard Notebooks Kubeflow Platform (Security and Manifests) Security Manifests KServe Documentation Honorable Mentions Google Spark Operator migration to Kubeflow Google Summer of Code What’s next How to get started with 1.9 Join the Community Want to help? Kubeflow 1.9 significantly simplifies the development, tuning and management of secure machine learning models and LLMs. Highlights include: Model Registry : Centralized management for ML models, versions, and artifacts.

    #kubeflow #kubernetes
  • 2024-06-20
    Kubernetes.dev Blog

    Blog: Spotlight on SIG Node

    Spotlight on SIG Node Introductions Understanding SIG Node Challenges and Opportunities Sidecar containers Contributing to SIG Node Conclusion In the world of container orchestration, Kubernetes reigns supreme, powering some of the most complex and dynamic applications across the globe. Behind the scenes, a network of Special Interest Groups (SIGs) drives Kubernetes’ innovation and stability.

    #kubernetes #community
  • 2024-05-23
    Kubernetes.dev Blog

    Blog: Introducing Hydrophone

    Introducing Hydrophone Simplified Kubernetes testing with Hydrophone Key features of Hydrophone Streamlining Kubernetes conformance with Hydrophone Getting started with Hydrophone Community and contributions Join us in simplifying Kubernetes testing In the ever-changing landscape of Kubernetes, ensuring that clusters operate as intended is essential. This is where conformance testing becomes crucial, verifying that a Kubernetes cluster meets the required standards set by the community.

    #kubernetes #community
  • 2024-05-06
    Jenkins X

    Blog: Migrate to Google Artifact Registry

    Migrate to Google Artifact Registry Google has announced that container registry will be shut down some time after March 18, 2025. For GKE clusters created with version 1.12.0 or later of terraform-google-jx it’s unlikely that anything needs to be done, but for older clusters you should upgrade your cluster while considering our advice regarding migration from container registry to artifact registry.

    #jenkins-x
  • 2024-04-24
    Grafana Kubernetes

    How to use the Grafana Operator: Managing a Grafana Cloud stack in Kubernetes

    Inside Grafana Labs’ Voice of Customer program: what’s new and what’s next Elizabeth Burkly · 26 Aug 2025 · 9 min read With our Voice of Customer program, we can tighten the loop between what our users ask for and what we prioritize in R&D. Here’s a look at some recent.

    #grafana #kubernetes
  • 2024-04-15
    Kubeflow Blog

    Announcing the Kubeflow Spark Operator: Building a Stronger Spark on Kubernetes Community

    The Journey to Kubeflow Spark Operator Why Kubeflow? What’s Next? Join the Movement We’re excited to announce the migration of Google’s Spark Operator to the Kubeflow Spark Operator , marking the launch of a significant addition to the Kubeflow ecosystem. The Kubeflow Spark Operator simplifies the deployment and management of Apache Spark applications on Kubernetes.

    #kubeflow #kubernetes