Spotlight

Securing an inference service with Authorino

Juanma Barea Martinez

This tutorial teaches how to secure LLM inference services on Kubernetes using Authorino and Envoy for authentication and authorization.

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Tools and utilities

  • hanoi-cli

    hanoi-cli analyzes pod distribution across nodes, detects CPU/memory hotspots, generates safe redistribution plans, and simulates node failures — all without touching the cluster.

  • Node Address Labeler for Kubernetes Nodes

    node-address-labeler is a controller that watches a node's interface and dynamically labels Kubernetes nodes with node.ip/<ip> based on real-time interface changes.

  • OT-CONTAINER-KIT Redis Operator

    This operator automates provisioning and operating Redis in standalone, cluster, replication, or sentinel mode on Kubernetes with support for TLS, monitoring (via Redis Exporter), dynamic PVCs, and failover management.

  • Kubeinvaders

    With k-inv, you can stress a Kubernetes cluster in a fun way and check its resilience by playing space invaders.

  • Kelos

    Kelos runs Claude Code, Codex, Gemini, and OpenCode as ephemeral Kubernetes pods, with CRDs for Tasks, Workspaces, AgentConfigs, and TaskSpawners that can auto-create PRs from GitHub issues, and chain tasks with dependsOn pipelines.

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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

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    • DevOps Engineer with Branch

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    • Location: remote from

    • Tech stack: Kubernetes, GCP, Docker, Go, Java, Python, Airflow, Terraform, Ansible, Chef

    • DevSecOps Engineer with Bot Auto

    • Salary: $12.6K to $415.14K a year

    • Location: based in the office in Houston, TX, USA

    • Tech stack: Kubernetes, AWS, Go, Javascript, Python, Rust, Typescript, Pulumi, Terraform

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Call for Papers closing soon

  1. 2

    days

    Update Conference Prague 2026

    The Call For Paper is open until 15 June 2026 at GMT-4. More info →
    • Location: Prague, CZ

    • In-person conference organized by Update Conference.

    • The conference starts on the 13 November 2026.

    • Apply here
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    days

    Kubernetes Community Days San Francisco Bay Area 2026

    The Call For Paper is open until 15 June 2026 at GMT-4. More info →
    • Location: San Francisco, US

    • In-person conference organized by KCD SF Bay Area.

    • The conference starts on the 1 September 2026.

    • Apply here
  3. 2

    days

    Devopsdays Barcelona

    The Call For Paper is open until 15 June 2026 at GMT-4. More info →
    • Location: Barcelona, ES

    • In-person conference organized by Devopsdays.

    • The conference starts on the 13 November 2026.

    • Apply here
  4. 2

    days

    Devopsdays Portland

    The Call For Paper is open until 15 June 2026 at GMT-4. More info →
    • Location: Portland, OR, USA

    • In-person conference organized by Devopsdays.

    • The conference starts on the 8 September 2026.

    • Apply here
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    EuroBSDCon

    The Call For Paper is open until 20 June 2026 at GMT-4. More info →
    • Location: Brussels, BE

    • In-person conference organized by EuroBSDCon Foundation.

    • The conference starts on the 13 September 2026.

    • Apply here
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    Dutch Cloud Native Day

    The Call For Paper is open until 22 June 2026 at GMT-4. More info →
    • Location: Utrecht, NL

    • In-person conference organized by Dutch CND.

    • The conference starts on the 29 October 2026.

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    Open Source Summit Europe 2026

    The Call For Paper is open until 25 June 2026 at GMT-4. More info →
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    • In-person conference organized by Linux Foundation.

    • The conference starts on the 9 October 2026.

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