Spotlight

From Container Escape to Cloud Takeover: A Real-World Cloud Security Assessment

Gleb Wam

This case study explains how a privileged Kubernetes pod with host access can lead to container escape, control plane disruption, service account theft, and cloud resource takeover.

More articles →

Tools and utilities

  • Fulling: AI-Powered Full-Stack Development Platform

    Fulling automatically sets up a complete development environment with Next.js, PostgreSQL, and Claude Code so you can build full-stack apps through natural language conversation.

  • NVIDIA AICR – AI Cluster Runtime for Kubernetes

    NVIDIA AICR provides optimized, validated, and reproducible GPU runtime tooling for Kubernetes, with recipes for deploying training and inference stacks on NVIDIA-accelerated clusters.

  • K8s Diagram Generator

    k8s-ingress-gen is a visual diagram builder for Kubernetes resources with bidirectional YAML workflow.

  • VictoriaMetrics MCP Server

    VictoriaMetrics MCP Server connects AI tools to VictoriaMetrics APIs and documentation for metric queries, alert analysis, observability debugging, automation, and read-only monitoring workflows.

  • Webernetes

    Webernetes is a browser-based Kubernetes simulator that allows users to run a subset of Kubernetes features, including Pods, Services, and Deployments, entirely in the Browser without backend infrastructure.

More projects →

Events starting soon

Discover more events onn Kube Events →

The Hidden Cost of Slow Autoscaling
The Hidden Cost of Slow Autoscaling

Forced platform migrations are usually treated as something to survive. At Scout24, a mandatory OS migration became an opportunity to rethink Kubernetes autoscaling, node provisioning, and infrastructure efficiency.

John Ford explains how Scout24 moved its EKS-based Infinity platform from a polling autoscaler and over-provisioned capacity to Karpenter and Bottlerocket. The result was faster node startup, a safer migration path, and about a 30% infrastructure reduction without major downtime.

In this interview:

  • Why two-minute node provisioning forced a 25% capacity buffer
  • How Karpenter made the Bottlerocket migration safer
  • What broke around EC2 metadata, AWS SDKs, and cgroups
  • How the new foundation enables Spot, ARM, and GPU workloads

Learn from production

More case studies →

Matching jobs

    • Engineering Manager with Muon Space

    • Salary: $210K to $234K a year

    • Location: based in the office (and remote from home) in San Jose, CA, USA

    • Tech stack: Kubernetes, AWS, Terraform, InfluxDB, Grafana

    • Site Reliability Engineer with Motional

    • Salary: US$86.4K to US$330K a year

    • Location: based in the office in Singapore, SG

    • Tech stack: Kubernetes, AWS, GCP, Docker, C++, Go, Python, Cloudformation, Terraform, Jenkins

    • Site Reliability Engineer with Movable Ink

    • Salary: $184.2K to $240K a year

    • Location: based in the office in New York City, NY, USA

    • Tech stack: Kubernetes, AWS, GCP, Python, Ruby, Cassandra, Terraform, Chef, Grafana, Prometheus

    • Site Reliability Engineer with Movable Ink

    • Salary: $48.6K to $330K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, GCP, Go, Python, Ruby, Terraform, Prometheus, Thanos, Loki

    • Test Automation Engineer with Moniepoint Group

    • Salary: $162 to $264K a year

    • Location: remote from

    • Tech stack: Kubernetes, ArgoCD, Docker, SQL, Java, Javascript, Typescript, Kafka, Gitlab, Jenkins

Discover more Kubernetes jobs on Kube Careers →

Subscribe to Learn Kubernetes Weekly

Trusted by 77K engineers. Delivered 193 issues and counting.

or subscribe via

Build something

More tutorials →

Call for Papers closing soon

  1. 1

    days

    WeAreDevelopers Conference India

    The Call For Paper is open until 24 July 2026 at GMT-4. More info →
    • Location: Bengaluru, IN

    • In-person conference organized by WeAreDevelopers.

    • The conference starts on the 26 November 2026.

    • Apply here
  2. 8

    days

    ContainerDays & AI Context Singapore

    The Call For Paper is open until 31 July 2026 at GMT-4. More info →
    • Location: Singapore, SG

    • In-person conference organized by ContainerDays.

    • The conference starts on the 28 October 2026.

    • Apply here
  3. 8

    days

    Cloud Native Summit APAC 2026

    The Call For Paper is open until 31 July 2026 at GMT-4. More info →
    • Location: Melbourne, AU

    • In-person conference organized by Cloud Native Summit.

    • The conference starts on the 29 October 2026.

    • Apply here
  4. 8

    days

    ServerlessDays Cardiff 2026

    The Call For Paper is open until 31 July 2026 at GMT-4. More info →
    • Location: Cardiff, GB

    • In-person conference organized by ServerlessCWL.

    • The conference starts on the 3 October 2026.

    • Apply here
  5. 8

    days

    Kubernetes Community Days Indonesia 2026

    The Call For Paper is open until 31 July 2026 at GMT-4. More info →
    • Location: Bandung, ID

    • In-person conference organized by Cloud Native Indonesia.

    • The conference starts on the 24 October 2026.

    • Apply here
  6. 20

    days

    AI Coding Summit Berlin

    The Call For Paper is open until 12 August 2026 at GMT-4. More info →
    • Location: Berlin, DE and virtual

    • Online & in-person conference organized by GitNation.

    • The conference starts on the 4 December 2026.

    • Apply here
  7. 22

    days

    Cloud Native AI Summit Europe

    The Call For Paper is open until 14 August 2026 at GMT-4. More info →
    • Location: Paris, FR

    • In-person conference organized by mate.dev.

    • The conference starts on the 3 December 2026.

    • Apply here

Thanks to our sponsors who make Kube Today possible

Find out more about being a sponsor →

More articles

Even more articles →