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
KEDA vs. HPA: Which Kubernetes Autoscaler to Use Paid Members Public
Compare KEDA vs. HPA for Kubernetes autoscaling. Learn the key differences, use cases, and how to choose the right autoscaler for your workloads.
Backstage Kubernetes Plugin: A Practical Guide Paid Members Public
Get a clear, actionable overview of the Backstage Kubernetes plugin. Learn setup steps, key features, and best practices for monitoring your services.
A Practical Guide to `kubectl get configmaps` Paid Members Public
Learn how to use `kubectl get configmaps` to list, filter, and manage Kubernetes ConfigMaps efficiently across your clusters.
Kubernetes Vulnerability Scanning: A Practical Guide Paid Members Public
Kubernetes vulnerability scanning helps you find and fix security risks in your clusters. Learn practical steps, tools, and best practices in this guide.
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.
K3s vs. Minikube: Which to Use for Local K8s Paid Members Public
Compare k3s vs. minikube for local Kubernetes. Learn which tool fits your workflow, from edge deployments to local development, with clear pros and cons.
`kubectl scale deployment`: A Practical Guide Paid Members Public
Learn how to use `kubectl scale deployment` to adjust replica counts, manage resources, and automate scaling for Kubernetes applications efficiently.
The Complete Guide to the `kubectl delete secret` Command Paid Members Public
Learn how to use kubectl delete secrets safely, avoid common mistakes, and manage secret lifecycle in Kubernetes with practical tips and best practices.
