Spotlight

Why I built ctx_: the context switcher that actually gets DevOps work

Vedran Lebo

This article introduces ctx_, a CLI tool that switches an entire DevOps working context at once, including Kubernetes context, cloud credentials, environment variables, VPN, SSH tunnels, secrets, and browser profile.

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Tools and utilities

  • Kubeconform

    Kubeconform is a Kubernetes manifests validation tool.

  • Context Builder: Infrastructure context generator for AI agents

    Context Builder is a CLI tool that extracts metadata from Kubernetes, Grafana, Datadog and other systems to generate structured context files for AI agents, improving debugging accuracy and reducing guesswork.

  • Cluster Agent Swarm Skills

    Cluster Agent Swarm Skills is a collection of specialized AI agent skills for Kubernetes and OpenShift operations, covering cluster management, GitOps, security, observability, incident response, and platform workflow orchestration.

  • eks-up

    eksup analyzes your EKS cluster and generates a step-by-step upgrade playbook, flagging deprecated APIs, add-on version mismatches, and node group issues before you upgrade.

  • k10s

    k10s is a terminal dashboard for watching multiple Kubernetes clusters at once, with side-by-side views, health signals, warnings, and recent logs in one screen.

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Matching jobs

    • Data Engineer with Capital Technology Group

    • Salary: $26 to $297.88K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Docker, Java, Python, SQL, PostgreSQL, Kafka, Terraform, Splunk

    • Data Engineer with Rivian and Volkswagen Group Technologies

    • Salary: US$97.2K to US$220.22K a year

    • Location: based in the office in Vancouver, CA

    • Tech stack: Kubernetes, Go, Spark

    • DevOps Engineer with Blink Health

    • Salary: $90 to $484K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Grafana, Nagios, NewRelic

    • DevOps Engineer with Bluestaq

    • Salary: $95K to $140K a year

    • Location: based in the office in Colorado Springs, CO, USA

    • Tech stack: Kubernetes, AWS, Azure, GCP, On-premise, Powershell, Python, Shell, Terraform, Ansible

    • DevOps Engineer with Box

    • Salary: $90 to $484K a year

    • Location: based in the office in Warsaw, PL

    • Tech stack: Kubernetes, AWS, Azure, GCP, Docker, Go, Python, Ruby, Typescript, GitHub Actions

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