K8sArchitect's profile picture. News and links on architecting and developing apps on Kubernetes curated by the @Learnk8s team
Mastodon: @k8sarchitect@learnk8s.news

Kube Architect

@K8sArchitect

News and links on architecting and developing apps on Kubernetes curated by the @Learnk8s team Mastodon: @[email protected]

This case study shows how Airbnb runs a distributed SQL database across multiple Kubernetes clusters, coordinating node replacements, using custom operators, and isolating failures by availability zone ➤ ku.bz/Kl24ZfR0Z


Rook is a Kubernetes Operator that automates deployment, scaling, and lifecycle management of Ceph storage It delivers cloud-native block, file, and object storage as a self-healing, production-ready service inside Kubernetes ➜ ku.bz/cJNB5kLrN

K8sArchitect's tweet image. Rook is a Kubernetes Operator that automates deployment, scaling, and lifecycle management of Ceph storage

It delivers cloud-native block, file, and object storage as a self-healing, production-ready service inside Kubernetes

➜ ku.bz/cJNB5kLrN

Kube Architect hat repostet

🗣️ Aviv Shukron, VP Product @ @Komodor_com, discusses critical risks of implementing auto scaling in production Kubernetes environments. He warns that reliability and cost are two sides of the same coin Watch the full interview: ku.bz/HZc2ftY_R


This tool lets you define add-ons (Helm charts, YAML, kustomize, etc.) in a management cluster and automatically deploy them across multiple target clusters with dependency ordering and drift detection ➤ ku.bz/bfhT9vf44

K8sArchitect's tweet image. This tool lets you define add-ons (Helm charts, YAML, kustomize, etc.) in a management cluster and automatically deploy them across multiple target clusters with dependency ordering and drift detection

➤ ku.bz/bfhT9vf44

KubeSphere is a cloud-native platform for managing applications on Kubernetes It features a user-friendly interface, supports multi-tenancy, and streamlines DevOps workflows ➜ ku.bz/7WlPVsz7d

K8sArchitect's tweet image. KubeSphere is a cloud-native platform for managing applications on Kubernetes

It features a user-friendly interface, supports multi-tenancy, and streamlines DevOps workflows

➜ ku.bz/7WlPVsz7d

Kube Architect hat repostet

Your container does not have GPU drivers installed So, how does PyTorch inside it actually use the host's GPU? Let me explain 🧵

danielepolencic's tweet image. Your container does not have GPU drivers installed
So, how does PyTorch inside it actually use the host's GPU?

Let me explain 🧵

This article explores how scheduling policies can optimize resource usage while preserving fault tolerance It covers strategies for using anti-affinity, spread constraints, and affinity weights to balance cost and resilience ➤ ku.bz/2wgGRZMjd


Kube Architect hat repostet

In this report, you will learn how Kubernetes teams actually scale AI workloads based on 917 survey responses, revealing the gap between vendor capabilities and real-world GPU utilization challenges ➤ ku.bz/B3nxKPYpV


You can use the Kubernetes Descheduler to evict pods based on specific strategies so that the pods can be rescheduled onto more appropriate nodes ➤ ku.bz/GCbVMG-Ms


This article explains how Kubernetes assigns priority to Pods with PriorityClasses, and how it can evict lower-priority Pods to make room for higher-priority ones when resources are tight ➤ ku.bz/FNdcf4LF3


This tool offers a dashboard + agent setup to collect metrics from Kubernetes clusters and visualize them in real time, while also managing workloads across multiple clusters ➤ ku.bz/8yJPY7NxB


Kube Architect hat repostet

🗣️ James Wilson, VP of Engineering & Product Development Leader at @nopsio, discusses how Karpenter's donation to the Cloud Native Foundation will shape autoscaling's future Watch: ku.bz/xkx3gGmlT


This article describes how the author scaled a FastAPI service to handle 200,000 requests per minute using Gunicorn + Uvicorn workers and Kubernetes Horizontal Pod Autoscaler, with async endpoint optimization and autoscaling strategies ➤ ku.bz/k7xBpkm1J

K8sArchitect's tweet image. This article describes how the author scaled a FastAPI service to handle 200,000 requests per minute using Gunicorn + Uvicorn workers and Kubernetes Horizontal Pod Autoscaler, with async endpoint optimization and autoscaling strategies

➤ ku.bz/k7xBpkm1J

KubeCodex is a standardized GitOps directory layout you plug into your repo so that ArgoCD can manage Kubernetes apps cleanly across multiple clusters ➤ ku.bz/vwgYLh3Ny


Tortoise tracks past resource usage and the number of replicas and continues to optimize HPA and Resource Request/Limit based on that data ➜ ku.bz/4Zk3-GGKR


Kube Architect hat repostet

🗣️ @zroubalik, Founder & CTO @ @kedifyio, shares his perspective on three Kubernetes tools that are shaping the future of cloud-native infrastructure Watch the full interview: ku.bz/vc-lBjCr0


This article describes three standout features that make cluster operations smoother with Kubernetes 1.33: - in-place vertical autoscaling, - user namespaces, - and stable sidecar containers ➤ ku.bz/lJjVCWr8w


TypeKro lets you model Kubernetes using pure TypeScript with compile-time type safety, runtime dependency orchestration, CEL expressions, and deterministic YAML/GitOps export ➜ ku.bz/yjQ3pNHff


frp is a tool that lets you expose a server behind NAT or firewall to the internet, supporting TCP, UDP, HTTP, HTTPS, and even P2P modes ➤ ku.bz/74QXmzGvz


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