Spotlight

Container-aware GOMAXPROCS

Michael Pratt and Carlos Amedee 20 August 2025

This article explains how Go 1.25 introduces automatic GOMAXPROCS configuration based on container CPU limits to prevent throttling in Kubernetes environments.

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Tools and utilities

  • Benchmark Suite for Gateway API Implementations

    This tool provides a comprehensive test suite to evaluate real-world behavior (latency, scale, route propagation, traffic) of Kubernetes Gateway API implementations, beyond basic conformance.

  • Guardon: Real-time Kubernetes Policy Enforcement

    Guardon is a Kubernetes admission controller that enforces security and compliance policies in real-time before resources are created in your cluster.

  • Valkey cluster operator

    Valkey Operator is a Kubernetes operator that automates deployment and lifecycle management of Valkey clusters and instances with features like automated installation and configuration management.

  • Cloudflare Kubernetes Gateway

    Cloudflare Kubernetes Gateway is a controller that manages Kubernetes ingress traffic with Cloudflare Tunnels via the Gateway API.

  • Postgres Operator

    The PostgreSQL Operator is a Kubernetes operator that automates the management of PostgreSQL databases, users, and connections.

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Kubernetes is not just for Black Friday
Kubernetes is not just for Black Friday

You self-host services at home, but upgrades break things, rollbacks require SSH-ing in to kill containers manually, and there's no safety net if your hardware fails.

Thibault Martin, Director of Program Development at the Matrix Foundation, walked this exact path — from Docker Compose to Podman with Ansible to Kubernetes on a single server — and explains why each transition happened and what it solved.

In this interview:

  • Why Ansible's declarative promise fell short with the Podman collection, forcing sequential imperative steps instead of desired-state definitions
  • How community Helm charts replace the need to write and maintain every manifest yourself
  • Why GitOps isn't just a deployment workflow — it's a disaster recovery strategy when your infrastructure lives in your living room
  • How k3s removes the barrier to entry by bundling opinionated defaults so you can skip choosing CNI plugins and storage providers

Kubernetes doesn't have to be enterprise-scale — with the right distribution and community tooling, it can be a practical, low-overhead choice for anyone who cares about their data.

Learn from production

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Matching jobs

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    • Salary: $86K to $130K a year

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    • Salary: $88.2K to $302.5K a year

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

    • DevOps Engineer with Arine

    • Salary: $120K to $150K a year

    • Location: based in the office in San Francisco, CA, USA

    • Tech stack: Kubernetes, AWS, Docker, Shell, Python, DynamoDB, Terraform, Cloudformation, GitHub Actions, Jenkins

    • DevOps Engineer with Atolls

    • Salary: €49.5K to €99K a year

    • Location: based in the office in Berlin, DE

    • Tech stack: Kubernetes, On-premise, Docker, Shell, Python, Go, Terraform, Ansible, Puppet, Chef

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    • The conference starts on the 4 February 2026.

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    The Call For Paper is open until 15 February 2026 at GMT-5. More info →
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    • In-person conference organized by Plain Schwarz UG.

    • The conference starts on the 9 June 2026.

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    The Call For Paper is open until 15 February 2026 at GMT-5. More info →
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    • The conference starts on the 28 April 2026.

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    • The conference starts on the 19 March 2026.

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    The Call For Paper is open until 17 February 2026 at GMT-5. More info →
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