2025 Year-End Product Update: The Year AI Came to DevOps Paid Members Public
This year's biggest bet paid off. We didn't just add AI features. We made Plural AI-native. Every capability in this article shares the same foundation: semantic understanding of your entire infrastructure, strict permission boundaries, and GitOps-based review loops that keep humans in control.
Introducing Plural Infra Research: From GitOps to Diagrams with AI Paid Members Public
The architecture of a complex system shouldn't exist only in the minds of a few senior engineers. Plural Infra Research is an AI-powered agent that automatically diagrams and analyzes your infrastructure.
Introducing Plural Sentinels: Automated Infrastructure Validation for Kubernetes Paid Members Public
To truly scale operations, teams need to move beyond the checklist and adopt a system that provides packaged, automated, and auditable infrastructure integration testing. That's why we created Plural Sentinels.
The Cursor Moment for DevOps Paid Members Public
In the past decade, DevOps has evolved from Chef scripts and ClickOps to a highly dynamic environment merging infrastructure as code, Kubernetes, and constant ecosystem change into a complex mess. We all know the pain of endless Kubernetes upgrades, YAML sprawl, and scary Terraform applies. Moreover, current AI tooling lacks
Self-Hosting LLMs on Kubernetes: NVIDIA Jetson + K3s Paid Members Public
LLMs are ubiquitous, and there's a vibrant open source ecosystem with tons of implementations to choose from. But here's the thing: actually running them yourself is surprisingly difficult. Learn how to operate your own in this article.
GitOps Setup of Cilium Multi-Cluster with Plural Paid Members Public
When you're running multiple Kubernetes clusters, finding the right network topology is difficult. If you're considering the multi-cluster network route, this guide will help you get started quickly.
Plural Cloud: Enterprise Observability without the Enterprise Complexity Paid Members Public
Kubernetes infrastructure monitoring forces teams into an expensive false choice. The DIY approach requires weeks of configuring complex systems—Prometheus for metrics collection, Elasticsearch or Loki for log aggregation, and various agents to connect everything together. The result is configuration work that few organizations ever complete successfully. The alternative? Pay
How Plural Uses MCP: Replacing Admin Tools with AI Chat Interfaces Paid Members Public
When you're building a startup, every engineering decision carries weight. Do you assign a frontend engineer to build that Stripe subscription management interface? Do you create a custom admin panel for user permissions? The traditional approach is both time-consuming and resource-intensive, creating technical debt that can slow momentum
An Introduction to the Kubernetes Gateway API Paid Members Public
Get a clear, practical overview of the Kubernetes Gateway API, its core components, and how it improves traffic management for modern Kubernetes environments.
EKS vs. Kubernetes: Which Should You Choose? Paid Members Public
Compare EKS vs. Kubernetes to find the best fit for your team. Learn the pros, cons, and key differences between Amazon EKS and self-managed Kubernetes.
`kubectl get nodes`: A Practical Introduction Paid Members Public
Learn how to use `kubectl get nodes` to check cluster health, troubleshoot node issues, and monitor Kubernetes environments with practical, actionable tips.
How to Use `kubectl delete pvc` & Fix a Stuck PVC Paid Members Public
Learn how to use `kubectl delete pvc`, troubleshoot stuck PVCs, and safely manage persistent storage in your Kubernetes clusters.
`kubectl get services`: The Definitive Guide Paid Members Public
Learn how to use `kubectl get services` to inspect, troubleshoot, and manage Kubernetes services efficiently across single or multi-cluster environments.
How to Monitor Node Resources with `kubectl top nodes` Paid Members Public
Learn how to use `kubectl top nodes` to monitor Kubernetes node CPU and memory usage, troubleshoot performance issues, and optimize cluster resource allocation.
K3s Alternatives: A Guide for Platform Teams Paid Members Public
Compare top K3s alternatives for platform teams. Learn which lightweight Kubernetes distributions fit your needs for security, performance, and fleet management.
Kubernetes Admission Controllers: A Practical Guide Paid Members Public
Learn how a Kubernetes admission controller enforces security, automates policy, and streamlines governance for your clusters with practical examples.
