Spotlight

Automating Penetration Testing with SecureCodeBox on Kubernetes, Kind Clusters Using GitHub Actions

Gyasmine

This tutorial shows how to run OWASP ZAP scans inside GitHub Actions using SecureCodeBox on a Kubernetes kind cluster.

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Tools and utilities

  • Kroc: Kubernetes Reactive Object Creator

    Kroc is an educational Kubernetes Operator built with Go and kubebuilder that watches arbitrary resources and reactively creates derived objects using Go templating.

  • Kube Binpacking Exporter (KBE)

    Kube Binpacking Exporter exposes Prometheus metrics that show how efficiently your cluster packs requested CPU and memory across nodes, groups, and DaemonSet overhead so you can measure fragmentation over time.

  • Kubedock for Running Docker-Based Tests on Kubernetes

    Kubedock lets you run Docker API based test workloads on Kubernetes without Docker-in-Docker, which makes it useful for Testcontainers, CI pipelines, and ephemeral test environments.

  • Zarf: airgapped installation

    Zarf is a tool that simplifies software deployment to Kubernetes clusters in airgapped or disconnected environments.

  • Kogaro – Kubernetes Configuration Hygiene Agent

    Kogaro continuously validates Kubernetes config with 60+ checks across reference, resource, security, image, and network domains, catching silent failures before they impact production.

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Events starting soon

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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

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Matching jobs

    • DevOps Engineer with Ostium Labs

    • Salary: $81K to $297K a year

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

    • Tech stack: Kubernetes, ArgoCD, Docker, Terraform, GitHub Actions, Grafana, Prometheus

    • Software Engineer with Canopy

    • Salary: $9 to $484K a year

    • Location: remote from

    • Tech stack: Kubernetes, Docker, Java, Javascript, Python, SQL, Typescript, PostgreSQL, Gitlab

    • Software Engineer with E Source

    • Salary: $100K to $130K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Docker, Java, Python, Cassandra, Jenkins

    • Software Engineer with SWARCO

    • Salary: €39.96K to €143K a year

    • Location: based in the office (and remote from home) in Berlin, DE

    • Tech stack: Kubernetes, Docker, Java, RabbitMQ, Kafka, Jenkins

    • Software Engineer with Scalar

    • Salary: $64.17K to $353.1K a year

    • Location: remote from

    • Tech stack: Kubernetes, GCP, Typescript

Discover more Kubernetes jobs on Kube Careers →

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Call for Papers closing soon

  1. 1

    days

    Kubernetes Community Days Korea 2026

    The Call For Paper is open until 26 June 2026 at GMT-4. More info →
    • Location: Seoul, KR

    • In-person conference organized by KCD South Korea.

    • The conference starts on the 1 September 2026.

    • Apply here
  2. 2

    days

    Kubernetes Community Days Washington DC 2026

    The Call For Paper is open until 27 June 2026 at GMT-4. More info →
    • Location: Washington, DC, USA

    • In-person conference organized by KCD Washington DC.

    • The conference starts on the 15 September 2026.

    • Apply here
  3. 4

    days

    Kubernetes Community Days Nigeria 2026

    The Call For Paper is open until 29 June 2026 at GMT-4. More info →
    • Location: Lagos, NG

    • In-person conference organized by KCD Nigeria.

    • The conference starts on the 24 October 2026.

    • Apply here
  4. 5

    days

    Nerdearla México 2026

    The Call For Paper is open until 30 June 2026 at GMT-4. More info →
    • Location: Mexico City, MX

    • In-person conference organized by Nerdearla.

    • The conference starts on the 20 November 2026.

    • Apply here
  5. 5

    days

    Containerkonferansen 2026

    The Call For Paper is open until 30 June 2026 at GMT-4. More info →
    • Location: Trondheim, NO

    • In-person conference organized by Containerkonferansen.

    • The conference starts on the 15 October 2026.

    • Apply here
  6. 5

    days

    Code Europe

    The Call For Paper is open until 30 June 2026 at GMT-4. More info →
    • Location: Warsaw, PL

    • In-person conference organized by ode Europe.

    • The conference starts on the 15 September 2026.

    • Apply here
  7. 5

    days

    Xen Summit 2026

    The Call For Paper is open until 30 June 2026 at GMT-4. More info →
    • Location: Munich, DE

    • In-person conference organized by Xen Project.

    • The conference starts on the 17 September 2026.

    • Apply here

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