Upgrading from Node.js 18 to 20 brought unexpected performance impacts to a Kubernetes-deployed service, as detailed in this technical recap. The experience-driven story reveals how changing memory reservations on Kubernetes pods can shrink Node.js heap spaces—specifically the "new space"—triggering heavier garbage collection and higher CPU load, and how adjusting the --max-semi-space-size parameter restored both speed and stability.
https://deezer.io/node-js-20-upgrade-a-journey-through-unexpected-heap-issues-with-kubernetes-27ae3d325646
https://deezer.io/node-js-20-upgrade-a-journey-through-unexpected-heap-issues-with-kubernetes-27ae3d325646
Medium
Node.js 20 upgrade: a journey through unexpected HEAP issues with Kubernetes
The journey to an high availability NodeJS upgrade (18 to 20) and the unexpected consequences induced by Kubernetes best practices. Hop in!
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Understanding how to secure Linux containers requires a deep dive into tools like seccomp, which can restrict the system calls available to containerized processes. In this technical guide, the fourth installment of the Container Internals Series breaks down how seccomp filters work, their real-world impact on container security, and practical steps to implement custom seccomp profiles for hardened deployments.
https://levelup.gitconnected.com/container-internals-series-part-4-seccomp-d88543988709
https://levelup.gitconnected.com/container-internals-series-part-4-seccomp-d88543988709
Medium
Container Internals Series Part 4: Seccomp
Linux Seccomp Security Profiles from scratch using Golang
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Homogeneous Kubernetes clusters at scale on any infrastructure using hosted control planes.
https://github.com/gardener/gardener
https://github.com/gardener/gardener
GitHub
GitHub - gardener/gardener: Homogeneous Kubernetes clusters at scale on any infrastructure using hosted control planes.
Homogeneous Kubernetes clusters at scale on any infrastructure using hosted control planes. - gardener/gardener
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This informative piece by bm54cloud explores the intricacies of deploying and updating Zarf packages in air-gapped environments. The author provides valuable insights into overcoming the unique challenges faced when working with systems disconnected from external networks.
https://medium.com/@bm54cloud/deploy-and-update-zarf-packages-in-an-air-gap-b2e3ec43abf7
https://medium.com/@bm54cloud/deploy-and-update-zarf-packages-in-an-air-gap-b2e3ec43abf7
Medium
Deploy and Update Zarf Packages in an Air Gap
This tutorial gives an example of using Zarf to deploy a Podinfo package into an air gapped Kubernetes cluster, and then upgrading that…
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In this captivating tutorial, Noah H explores the powerful capabilities of eBPF technology and Tetragon for enhancing Kubernetes security through runtime monitoring and policy enforcement. The author provides valuable insights into how these tools can detect suspicious activities, prevent container escapes, and enforce security policies directly at the kernel level without significant performance overhead.
https://medium.com/@noah_h/kubernetes-security-ebpf-tetragon-for-runtime-monitoring-policy-enforcement-819b6ed97953
https://medium.com/@noah_h/kubernetes-security-ebpf-tetragon-for-runtime-monitoring-policy-enforcement-819b6ed97953
Medium
Kubernetes Security: eBPF & Tetragon for Runtime Monitoring & Policy Enforcement
Exploring eBPF for runtime visibility into Kubernetes workloads with Tetragon.
This guide by Marcin Cuber provides a comprehensive walkthrough for implementing AWS ECR pull-through cache for an EKS cluster using Terraform. The tutorial details how to configure cache rules for multiple upstream registries-such as Docker Hub, GitHub, Quay, Kubernetes, and ECR Public-covering both authentication requirements and IAM permissions for seamless integration with your Kubernetes workloads.
https://marcincuber.medium.com/implementing-aws-ecr-pull-through-cache-for-eks-cluster-most-in-depth-implementation-details-e51395568034
https://marcincuber.medium.com/implementing-aws-ecr-pull-through-cache-for-eks-cluster-most-in-depth-implementation-details-e51395568034
Medium
Implementing AWS ECR Pull Through cache for EKS cluster- most in-depth implementation details
Find out in detail how to implement AWS ECR pull-through cache for your EKS cluster using Terraform. You will find all the information…
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This blogpost by Rodrigo Fior Kuntzer delves into how Miro’s Compute team leverages Kyverno’s mutating webhooks to automate and streamline complex Kubernetes workflows. With practical examples, it demonstrates how Kyverno policies can dynamically modify resources, enforce best practices, and enhance both security and operational efficiency across Kubernetes environments.
https://medium.com/@rodrigofk/automating-kubernetes-workflows-with-kyvernos-mutating-webhooks-ae3f0a81d4d7
https://medium.com/@rodrigofk/automating-kubernetes-workflows-with-kyvernos-mutating-webhooks-ae3f0a81d4d7
Medium
Automating Kubernetes Workflows with Kyverno’s Mutating Webhooks
Hi there! I’m Rodrigo, a Staff Site Reliability Engineer at Miro. In this article, I’m excited to share how Miro’s Compute team automates…
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Manages Envoy Proxy as a Standalone or Kubernetes-based Application Gateway
https://github.com/envoyproxy/gateway
https://github.com/envoyproxy/gateway
GitHub
GitHub - envoyproxy/gateway: Manages Envoy Proxy as a Standalone or Kubernetes-based Application Gateway
Manages Envoy Proxy as a Standalone or Kubernetes-based Application Gateway - envoyproxy/gateway
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This post details Amazon’s ambitious migration from Apache Spark to Ray on Amazon EC2 for exabyte-scale data processing, revealing how Ray’s flexibility and efficiency enabled massive cost savings and performance improvements. Readers will discover the technical strategies and real-world results that made this transformation a success for Amazon’s Business Data Technologies team.
https://aws.amazon.com/blogs/opensource/amazons-exabyte-scale-migration-from-apache-spark-to-ray-on-amazon-ec2/
https://aws.amazon.com/blogs/opensource/amazons-exabyte-scale-migration-from-apache-spark-to-ray-on-amazon-ec2/
Amazon
Amazon’s Exabyte-Scale Migration from Apache Spark to Ray on Amazon EC2 | Amazon Web Services
Large-scale, distributed compute framework migrations are not for the faint of heart. There are backwards-compatibility constraints to maintain, performance expectations to meet, scalability limits to overcome, and the omnipresent risk of introducing breaking…
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This article by Ahmet Alp Balkan highlights common pitfalls in generating Kubernetes CustomResourceDefinitions (CRDs) with controller-gen, emphasizing the importance of explicit validation, careful use of required and optional markers, and understanding how Go’s zero values interact with CRD schemas. Through practical examples, it warns developers about issues like unvalidated nested fields, marker typos, and the challenges of defaulting and validation, offering actionable advice to avoid subtle bugs in custom Kubernetes APIs.
https://ahmet.im/blog/crd-generation-pitfalls/index.html
https://ahmet.im/blog/crd-generation-pitfalls/index.html
Ahmet Alp Balkan
Kubernetes CRD generation pitfalls
A quick code search query reveals at least 7,000 Kubernetes Custom Resource Definitions in the open source corpus,1 most of which are likely generated with controller-gen —a tool that turns Go structs with comments-based markers into Kubernetes CRD...
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Timoni is a package manager for Kubernetes, powered by CUE and inspired by Helm.
https://github.com/stefanprodan/timoni
https://github.com/stefanprodan/timoni
GitHub
GitHub - stefanprodan/timoni: Timoni is a package manager for Kubernetes, powered by CUE and inspired by Helm.
Timoni is a package manager for Kubernetes, powered by CUE and inspired by Helm. - stefanprodan/timoni
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GitHub Action to automate versioning, releases, and documentation for Terraform modules in monorepos.
https://github.com/techpivot/terraform-module-releaser
https://github.com/techpivot/terraform-module-releaser
GitHub
GitHub - techpivot/terraform-module-releaser: GitHub Action to automate versioning, releases, and documentation for Terraform modules…
GitHub Action to automate versioning, releases, and documentation for Terraform modules in monorepos. - techpivot/terraform-module-releaser
This retrospective by Marc Olson offers a detailed look at the evolution of AWS Elastic Block Store (EBS), tracing its journey from a simple network-attached block storage service launched in 2008 to a massive, distributed SSD-based system now handling over 140 trillion operations daily. The post highlights key lessons learned in performance engineering, organizational structure, and continuous incremental improvement, illustrating how EBS overcame challenges like noisy neighbors, hardware transitions from HDDs to SSDs, and the need for robust measurement and instrumentation to deliver ever-lower latency and higher reliability for AWS customers.
https://www.allthingsdistributed.com/2024/08/continuous-reinvention-a-brief-history-of-block-storage-at-aws.html
https://www.allthingsdistributed.com/2024/08/continuous-reinvention-a-brief-history-of-block-storage-at-aws.html
All Things Distributed
Continuous reinvention: A brief history of block storage at AWS
Marc Olson, a long-time Amazonian, discusses the evolution of EBS, highlighting hard-won lessons in queueing theory, the importance of comprehensive instrumentation, and the value of incrementalism versus radical changes. It's an insightful look at how one…
This blogpost by Zach Loeber introduces Atmos, an opinionated infrastructure deployment tool from CloudPosse designed to simplify and scale Terraform state management for multi-state projects. Loeber walks through adopting Atmos, its stack-based structure, YAML-driven configuration, and highlights both the flexibility and initial learning curve that come with integrating Atmos into existing workflows.
https://dev.to/zloeber/atmos-wield-terraform-like-a-boss-3bfc
https://dev.to/zloeber/atmos-wield-terraform-like-a-boss-3bfc
DEV Community
Atmos - Wield Terraform Like a Boss
Terraform is great until you have to deal with state. As large state inherently will not scale you...
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This blog post introduces KWOK (Kubernetes WithOut Kubelet), a lightweight tool designed to simulate large-scale Kubernetes clusters by emulating nodes and pods without running real workloads. ZaradarTR explains how KWOK, with its core components kwok and kwokctl, allows developers to quickly create and manage thousands of simulated nodes and pods on local machines-making it ideal for scalability testing, API interaction, and stress-testing Kubernetes environments with minimal resource consumption.
https://medium.com/@ZaradarTR/hello-kwok-af2cafec35b4
https://medium.com/@ZaradarTR/hello-kwok-af2cafec35b4
Medium
Hello KWOK
As Kubernetes (k8s) adoption grows, the need for testing and simulating large-scale clusters becomes more critical. While k8s provides…
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