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
Introducing Plural's Tree View: A Technical Deep Dive Paid Members Public
Your monitoring dashboard shows 66 out of 67 services as healthy. But your application is down, users are complaining, and alerts are firing across multiple channels. This is THE question that keeps platform engineers awake at night: which specific component in your sprawling Kubernetes infrastructure is actually broken? While Kubernetes
What Is Linkerd? The Essential K8s Service Mesh Paid Members Public
What is Linkerd? Learn how this Kubernetes service mesh delivers security, observability, and reliability for microservices with minimal configuration.
A Practical Guide to Kubernetes Sidecar Injection Paid Members Public
Learn how sidecar injection works in Kubernetes, when to use it, and best practices for managing sidecars to improve security, observability, and reliability.
What Is a Network Policy? A Kubernetes Guide Paid Members Public
Get clear answers to what is network policy in Kubernetes, why it matters, and how to secure pod communication.
HashiCorp Vault Kubernetes: The Definitive Guide Paid Members Public
Get a practical overview of HashiCorp Vault Kubernetes integration, including setup, security best practices, and secret management patterns for production.
What Is Kubelet? The K8s Node Agent Explained Paid Members Public
Get clear answers to what is kubelet, its role in Kubernetes, and how it manages pods, resources, and node health in your K8s clusters.
What Is kube-proxy? A Guide to K8s Networking Paid Members Public
Get clear answers to what is kube-proxy, how it powers Kubernetes networking, and practical tips for configuring and managing kube-proxy at scale.
What Is a Kubernetes Headless Service? Paid Members Public
Get a clear answer to what is headless service in Kubernetes, how it works, and when to use it for direct pod access and custom service discovery.
Terraform vs. Pulumi for Kubernetes: How to Choose Paid Members Public
Get a clear comparison of Terraform vs. Pulumi for Kubernetes, including pros, cons, and practical guidance to help you choose the right IaC tool for your team.