Spotlight

Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs

This article explains why three old Kubernetes CVEs will never get a code fix, and what to change in your cluster now that scanners are about to start flagging them again.

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Tools and utilities

  • kubectl tree: see which Kubernetes objects own which

    kubectl tree is a kubectl plugin that follows ownerReferences and prints the whole object tree under a Deployment or custom resource, so you can see what created what.

  • tfplanctx: compress Terraform plans for AI agents

    tfplanctx turns a Terraform plan into a short, grep-friendly summary so coding agents can review what will change without burning context on raw plan output.

  • kpf: a terminal UI for kubectl port-forward

    kpf is a terminal UI around kubectl port-forward that lets you pick a service from a list and reconnects automatically when a pod restarts or your laptop wakes up.

  • NetObserv Operator

    NetObserv deploys an eBPF agent on every node to capture network flows, enrich them with Kubernetes metadata, and export to Loki, Prometheus, Kafka, or IPFIX — with a web console showing topology, raw flows, and traffic metrics.

  • Hermes Agent Operator: run Hermes AI agents on Kubernetes

    Hermes Agent Operator runs Hermes AI agents on Kubernetes as custom resources, so each agent's config, skills and workspace live in one manifest instead of drifting on someone's laptop.

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Events starting soon

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Kubernetes Can Run Your Database. Your Team Can't.
Kubernetes Can Run Your Database. Your Team Can't.

KubeSelect is a new show that tests one bold Kubernetes hypothesis with one expert. Hosts Salman Iqbal and Bart Farrell examine the evidence and ask whether the claim holds up.

In episode two, Kat Cosgrove tackles a long-running question: should teams run databases on Kubernetes? StatefulSets, persistent volumes, CSI, and database operators changed the technical answer, but they did not remove the operational risk.

In this episode:

  • How Kubernetes storage has matured and why old assumptions persist
  • Where Kubernetes responsibility ends, and database responsibility begins
  • Why operators do not replace database experts
  • When managed database services remain the better choice

Learn from production

More case studies →

Matching jobs

    • DevOps Engineer with Commvault

    • Salary: $18.23K to $2.75L a year

    • Location: based in the office in Bangalore, IN

    • Tech stack: Kubernetes, On-premise, OpenShift, Docker, C++, Python, GitHub Actions, Ansible

    • Platform Engineer with League

    • Salary: CA$150K to CA$206K a year

    • Location: remote from

    • Tech stack: Kubernetes, GCP, Go

    • Site Reliability Engineer with LayerZero Labs

    • Salary: CA$64.2K to CA$339.24K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Azure, GCP, Helm, Typescript

    • Software Engineer with Artefact

    • Salary: $85.65K to $364.1K a year

    • Location: based in the office in Paris, FR

    • Tech stack: Kubernetes, AWS, Azure, GCP, Docker, SQL, Go, Java, Javascript, Python

    • Solution Engineer with Teleport

    • Salary: $48.96K to $412.61K a year

    • Location: fully remote

    • Tech stack: Kubernetes, AWS, Azure, GCP, Docker, Terraform

Discover more Kubernetes jobs on Kube Careers →

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    CognitionX Emirates 2026

    The Call For Paper is open until 15 September 2026 at GMT-4. More info →
    • Location: Dubai, AE

    • In-person conference organized by CognitionX.

    • The conference starts on the 15 October 2026.

    • Apply here
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    AI DevWorld 2027

    The Call For Paper is open until 18 September 2026 at GMT-4. More info →
    • Location: Santa Clara, CA, USA

    • In-person conference organized by DevNetwork.

    • The conference starts on the 11 February 2027.

    • Apply here
  3. 6

    days

    Confoo 2027

    The Call For Paper is open until 20 September 2026 at GMT-4. More info →
    • Location: Montreal, CA

    • In-person conference organized by ConFoo.

    • The conference starts on the 26 February 2027.

    • Apply here
  4. 7

    days

    BoyaConf 2026

    The Call For Paper is open until 21 September 2026 at GMT-4. More info →
    • Location: Tunja, CO

    • In-person conference organized by BoyaConf.

    • The conference starts on the 21 November 2026.

    • Apply here
  5. 16

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    UbuCon India 2026

    The Call For Paper is open until 30 September 2026 at GMT-4. More info →
    • Location: Bengaluru, IN

    • In-person conference organized by Canonical.

    • The conference starts on the 15 November 2026.

    • Apply here
  6. 17

    days

    SREday Amsterdam 2026

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • Location: Amsterdam, NL

    • In-person conference organized by SREDay.

    • The conference starts on the 2 November 2026.

    • Apply here
  7. 17

    days

    Devopsdays Almaty

    The Call For Paper is open until 1 October 2026 at GMT-4. More info →
    • Location: Almaty, KZ

    • In-person conference organized by Devopsdays.

    • The conference starts on the 16 October 2026.

    • Apply here

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