Featured posts

Introducing the Plural Agent Runtime: Your Kubernetes Cluster as a Coding Agent Members Public

The medium-difficulty tasks clogging your engineering backlog don't need to be there. The Plural Agent Runtime turns your existing Kubernetes infrastructure into an autonomous, secure compute layer for running coding agents, so the work gets done while your team focuses on what matters.

Aaron Smallberg
Aaron Smallberg
Product

2025 Year-End Product Update: The Year AI Came to DevOps 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.

Aaron Smallberg
Aaron Smallberg

Introducing Plural Infra Research: From GitOps to Diagrams with AI 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.

Michael Guarino
Michael Guarino
Announcements

Introducing Plural Sentinels: Automated Infrastructure Validation for Kubernetes 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.

Michael Guarino
Michael Guarino
Announcements

The Cursor Moment for DevOps 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

Sam Weaver Michael Guarino
Announcements

Self-Hosting LLMs on Kubernetes: NVIDIA Jetson + K3s 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.

Michael Guarino
Michael Guarino

GitOps Setup of Cilium Multi-Cluster with Plural 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.

Michael Guarino
Michael Guarino

Plural Cloud: Enterprise Observability without the Enterprise Complexity 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

Aaron Smallberg
Aaron Smallberg
Announcements

Recent posts

Kubernetes fleet management architecture with a central control plane managing multiple clusters.

Kubernetes Fleet Management: A Practical Guide Members Public

Kubernetes fleet management streamlines multi-cluster operations, security, and policy enforcement. Learn best practices and tools for managing your fleet.

Michael Guarino
Michael Guarino
Guides
An engineer managing Azure managed Kubernetes clusters visualized as digital blocks.

Azure Managed Kubernetes: An Engineer's Guide Members Public

Get a practical overview of Azure managed Kubernetes, including architecture, key features, and best practices for scaling and securing your clusters.

Michael Guarino
Michael Guarino
Guides
A terminal showing the kubectl get pvc command listing the status of Kubernetes persistent volume claims.

Mastering `kubectl get pvc`: A Practical Guide Members Public

Learn how to use `kubectl get pvc` to inspect, troubleshoot, and manage Kubernetes storage claims with practical tips and real-world examples.

Michael Guarino
Michael Guarino
Guides
A network diagram monitoring the kubectl rollout status of a deployment.

A Guide to kubectl rollout status deployment Members Public

Learn how to use `kubectl rollout status deployment` to monitor Kubernetes updates, troubleshoot issues, and ensure reliable application rollouts.

Michael Guarino
Michael Guarino
Guides

March Product Update Members Public

Here's everything Plural shipped in March. ☁️ AWS Bedrock Support Plural AI now works natively with AWS Bedrock. Connect directly to a Bedrock inference profile — no OpenAI proxy, no traffic leaving your AWS account. Point it at a Claude model and an embedding model through Bedrock and run the

Aaron Smallberg
Aaron Smallberg
Product
A ship's wheel for Kubernetes protected by a shield for Azure security best practices.

7 Essential Azure Kubernetes Security Best Practices Members Public

Get practical Azure Kubernetes security best practices to protect your AKS clusters, manage access, secure workloads, and automate compliance at scale.

Michael Guarino
Michael Guarino
Guides
A person safely running the kubectl delete nodes command on a laptop in a server room.

How to Safely Use`kubectl delete nodes` in Production Members Public

Learn how to safely use `kubectl delete nodes` in production, with step-by-step guidance to avoid downtime and protect your Kubernetes workloads.

Michael Guarino
Michael Guarino
Guides
A control panel to set the default namespace for a kubectl context in Kubernetes.

kubectl set context namespace: A Practical Guide Members Public

Master `kubectl set context namespace` to streamline Kubernetes workflows, avoid mistakes, and manage resources efficiently across multiple clusters and teams.

Michael Guarino
Michael Guarino
Guides