Spotlight

How we found 7 TiB of memory just sitting around

This blog post tells how the Render team:

  • tracked down Kubernetes memory waste caused by many daemonset namespace watches,
  • fixed config issues,
  • and freed over 7 TiB of memory across clusters by reducing unnecessary listwatch overhead.

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Tools and utilities

  • ESP Kubernetes Reference Implementation

    ESP Kubernetes Reference Implementation runs compliance scanning in Kubernetes using ESP policies with pull-based agents that execute NIST, CIS, and STIG controls and produce CUI-free attestations forwarded to SIEM or cloud functions.

  • OpenRun

    OpenRun is an open-source alternative to Cloud Run and App Runner that declaratively deploys single-container web apps via Starlark config in Git with OAuth/OIDC/SAML auth, RBAC, auto-TLS, scale-to-zero, staged deployments, and Helm support.

  • kubectl plugin for OpenAI GPT

    Kubectl OpenAI plugin is a kubectl plugin to generate and apply Kubernetes manifests using OpenAI GPT.

  • Pumba

    Pumba lets you kill, pause, and stress containers while injecting network delays, packet loss, and corruption.

  • Cloudnativepg: PostgreSQL operator for Kubernetes

    CloudNativePG is the Kubernetes operator that covers the entire lifecycle of a highly available PostgreSQL database cluster with a primary/standby architecture, using native streaming replication.

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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

    • Software Engineer with AppOmni

    • Salary: $200K to $225K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Azure, GCP, Docker, Python, Terraform, Cloudformation, CircleCI, Jenkins

    • Data Engineer with ALTEN

    • Salary: $88.2K to $201.3K a year

    • Location: based in the office in Grenoble, FR

    • Tech stack: Kubernetes, AWS, Azure, Docker, Python, Scala, Spark, Terraform

    • Data Engineer with Coupang

    • Salary: $47.97K to $131.84K a year

    • Location: based in the office in Seoul, KR

    • Tech stack: Kubernetes, Docker, Python, SQL

    • DevOps Engineer with 42dot

    • Salary: $47.97K to $210.15K a year

    • Location: based in the office in Pangyo, KR

    • Tech stack: Kubernetes, AWS, GCP, On-premise, Docker, Terraform, Ansible

    • DevOps Engineer with 42dot

    • Salary: $197.54K to $278.46K a year

    • Location: based in the office in Sunnyvale, CA, USA

    • Tech stack: Kubernetes, AWS, GCP, Python, Jenkins

Discover more Kubernetes jobs on Kube Careers →

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Call for Papers closing soon

  1. 2

    days

    CloudBrew 2026

    The Call For Paper is open until 7 June 2026 at GMT-4. More info →
    • Location: Mechelen, BE

    • In-person conference organized by Belgium Microsoft Azure User Group.

    • The conference starts on the 11 December 2026.

    • Apply here
  2. 3

    days

    DC State of the Stack 2026

    The Call For Paper is open until 8 June 2026 at GMT-4. More info →
    • Location: Washington, DC, USA

    • In-person conference organized by DC State of the Stack.

    • The conference starts on the 17 September 2026.

    • Apply here
  3. 3

    days

    Devopsdays Halifax

    The Call For Paper is open until 8 June 2026 at GMT-4. More info →
    • Location: Halifax, CA

    • In-person conference organized by Devopsdays.

    • The conference starts on the 29 September 2026.

    • Apply here
  4. 4

    days

    Kubernetes Community Days UK - Edinburgh 2026

    The Call For Paper is open until 9 June 2026 at GMT-4. More info →
    • Location: London, GB

    • In-person conference organized by KCD UK.

    • The conference starts on the 19 October 2026.

    • Apply here
  5. 5

    days

    Experts Live Emirates 2026

    The Call For Paper is open until 10 June 2026 at GMT-4. More info →
    • Location: Dubai, AE

    • In-person conference organized by Experts Live.

    • The conference starts on the 12 November 2026.

    • Apply here
  6. 7

    days

    DevSecOps Days Washington DC 2026

    The Call For Paper is open until 12 June 2026 at GMT-4. More info →
    • Location: Arlington, VA, USA

    • In-person conference organized by Carnegie Mellon University.

    • The conference starts on the 3 April 2026.

    • Apply here
  7. 7

    days

    fwd:cloudsec Europe 2026

    The Call For Paper is open until 12 June 2026 at GMT-4. More info →
    • Location: London, GB

    • In-person conference organized by Forward CloudSec.

    • The conference starts on the 8 September 2026.

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