Spotlight

Benchmarking Kubernetes log collectors: vlagent, Vector, Fluent Bit, OpenTelemetry collector, and more

Vadim Alekseev

This article compares major Kubernetes log collectors with a reproducible benchmark focused on:

  • throughput,
  • CPU,
  • memory,
  • and log loss under production-like load.

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Tools and utilities

  • Sympozium

    Sympozium runs AI agents as isolated pods with CRDs, Jobs, RBAC, and network policies, so teams can orchestrate agent workflows and let agents diagnose or remediate cluster issues safely.

  • Audicia

    Audicia is an open source Kubernetes operator that reads audit logs and generates least-privilege RBAC policies, compliance reports, and GitOps-ready manifests.

  • YAML Schema Router

    YAML Schema Router is a proxy for yaml-language-server that detects YAML file types from content and path, then injects the right JSON schema for better validation in editors like Neovim, Helix, and Emacs.

  • K8s cleaner

    K8s cleaner is a controller that identifies, removes, or updates stale/orphaned or unhealthy resources in a Kubernetes cluster.

  • Omni Infrastructure Provider for Proxmox

    Omni Infrastructure Provider for Proxmox is a Go-based tool that lets Sidero Omni automatically provision and scale Talos Linux nodes as virtual machines on a Proxmox cluster.

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What Hip-Hop Can Teach Us About Kubernetes
What Hip-Hop Can Teach Us About Kubernetes

Kelsey Hightower, Eric Abercrombie, and Julius Payne II reflect on life after achievement, entering the Kubernetes world for the first time, and how music, creativity, and lived experience shape the way they think about technology.

In this interview:

  • Why fundamentals, patience, and repetition still matter more than shortcuts
  • How Kubernetes, community, and confidence intersect for people entering cloud-native work
  • What hip-hop, production, and storytelling can teach us about ownership, authenticity, and finding your voice

Learn from production

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Matching jobs

    • Data Engineer with SOSi

    • Salary: $54K to $297.88K a year

    • Location: based in the office in Washington, DC, USA

    • Tech stack: Kubernetes, Docker, C++, Java, Python, Scala

    • DevOps Engineer with Chabez Tech

    • Salary: $67.5K to $539K a year

    • Location: based in the office in Atlanta, GA, USA

    • Tech stack: Kubernetes, AWS, Azure, Docker, Python, Cloudformation, Terraform, Jenkins, Ansible, Chef

    • DevOps Engineer with Protolabs

    • Salary: $67.5K to $539K a year

    • Location: based in the office (and remote from home) in Maple Plain, MN, USA

    • Tech stack: Kubernetes, AWS, Azure, Terraform, Azure DevOps, Ansible

    • DevOps Engineer with Renesas Electronics

    • Salary: $150K to $160K a year

    • Location: based in the office (and remote from home) in Los Angeles, CA, USA

    • Tech stack: Kubernetes, AWS, Docker, Redis, PostgreSQL, Kafka, Terraform, GitHub Actions, Sentry, Datadog

    • DevSecOps Engineer with Clarity Innovations

    • Salary: $81K to $445.5K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, ArgoCD, Docker, Java, Javascript, SQL

Discover more Kubernetes jobs on Kube Careers →

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    • The conference starts on the 23 September 2026.

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    • The conference starts on the 10 December 2026.

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