Spotlight

Kubernetes HPA Scale to Zero Without KEDA: Native Autoscaling for Idle Workloads

Daniel Kraszewski

This tutorial shows how to make Kubernetes HPA scale to zero with a Redis queue and external metrics, plus the production limits to watch for.

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Tools and utilities

  • Sablier: on-demand containers

    This code tool allows you to start containers only when needed and automatically stop them after a period of inactivity.

  • IncidentFox

    IncidentFox automates incident investigation with AI agents using 178+ tools for Kubernetes, AWS, and Grafana, featuring RAPTOR knowledge base for runbooks, alert correlation reducing noise by 85-95%, and Slack/GitHub/PagerDuty integrations.

  • json2k8s: Opinionated Kubernetes CLI

    This code tool converts JSON files into Kubernetes resource manifests, allowing you to use JSON/jsonnet workflows while still generating valid YAML for Kubernetes.

  • Canonical MAAS: Bare Metal Provisioning as a Cloud Service

    MAAS (Metal-as-a-Service) is a production-grade tool that automates provisioning, network config, and OS installs (Ubuntu, CentOS, Windows, ESXi) across physical servers using PXE, IPAM, and full API-driven workflows.

  • Kubeswitch: kubeconfig tool

    Kubeswitch is a command-line tool designed to ease switching between different kubectl contexts.

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Automating Pod Disruption Budgets with Kyverno
Automating Pod Disruption Budgets with Kyverno

Karpenter can reduce Kubernetes infrastructure costs, but aggressive node consolidation can also expose workloads that lack disruption safeguards.

Ahmad Asmar explains how Zencity uses Kyverno to automatically generate Pod Disruption Budgets, while accounting for existing PDBs, percentage-based availability targets, single-replica workloads, and environment-specific policies.

In this interview:

  • How Karpenter consolidation changes the availability risks of cluster operations
  • Why Kyverno's generated policies can provide safer defaults than manual enforcement
  • How to handle duplicate PDBs, scaling workloads, and single-replica edge cases
  • How aggregated ClusterRoles keep custom permissions separate from Helm-managed resources

Learn from production

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Matching jobs

    • DevOps Engineer with Mark43

    • Salary: $155K to $170K a year

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    • Tech stack: Kubernetes, Docker, Terraform

    • DevOps Engineer with RobCo

    • Salary: US$70.74K to US$440K a year

    • Location: based in the office in Munich, DE

    • Tech stack: Kubernetes, AWS, Go, Python, Terraform, Datadog, Grafana, Prometheus

    • Site Reliability Engineer with MyFitnessPal

    • Salary: $120K to $165K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Docker, Go, Python, Typescript, Terraform, GitHub Actions, Datadog

    • AI Enterprise Technical Program Manager with Redhorse Corporation

    • Salary: $37 to $485.65K a year

    • Location: based in the office in Arlington, VA, USA

    • Tech stack: Kubernetes, AWS, Azure, Docker, Spark

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    The Call For Paper is open until 12 August 2026 at GMT-4. More info →
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    • The conference starts on the 4 December 2026.

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    • The conference starts on the 7 December 2026.

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    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.

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    Cloud Security Space 2026

    The Call For Paper is open until 15 August 2026 at GMT-4. More info →
    • Location: Buenos Aires, AR

    • In-person conference organized by Cloud Security Space.

    • The conference starts on the 9 October 2026.

    • Apply here
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    Kubernetes Community Days Suisse Romande 2026

    The Call For Paper is open until 16 August 2026 at GMT-4. More info →
    • Location: Geneva, CH

    • In-person conference organized by KCD Suisse Romande.

    • The conference starts on the 9 December 2026.

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    Devopsdays Juiz de Fora

    The Call For Paper is open until 23 August 2026 at GMT-4. More info →
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    • In-person conference organized by Devopsdays.

    • The conference starts on the 17 October 2026.

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    • In-person conference organized by CNCF.

    • The conference starts on the 11 December 2026.

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