Featured posts

Introducing Plural Workbenches: Build-Your-Own Agents for DevOps Members Public

Workbenches are always-on, configurable DevOps agents that investigate alerts, fix environment issues, and close tickets, so lean platform teams can focus on the roadmap.

Aaron Smallberg
Aaron Smallberg
Product

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

The Cursor Moment for DevOps: Discover how AI is transforming DevOps workflows, explore Plural's latest innovations, and why it matters.

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

Recent posts

Platform engineer reviewing Kubernetes probe health across a cluster fleet

Kubernetes Probes Types: Liveness, Readiness, Startup Members Public

Learn Kubernetes probes types, timing, YAML patterns, rollout guidance, and troubleshooting for reliable liveness, readiness, and startup checks.

Lindsay S
Lindsay S
Platform engineer troubleshooting Kubernetes pod scheduling at a terminal screen

Kubernetes Pod Pending: a command-driven scheduling debug path Members Public

Get the definitive guide to the kubernetes pod pending status, its most common scheduling causes, and how to fix them in production.

Lindsay S
Lindsay S
Security engineers managing an enterprise Kubernetes fleet

Cloud-Native Security Practices for Enterprise Kubernetes Members Public

Enterprise Kubernetes security rarely fails because a team lacks another scanner or policy. It fails when controls are disconnected across source code, delivery pipelines, cluster admission, and day-2 operations. A workload can pass an image check yet run with excessive permissions, or meet a deployment policy while its dependencies remain

Lindsay S
Lindsay S

September Product Update Members Public

Here's everything Plural shipped in September. 📊Workbench Observability: Dashboards, monitors, and job tracing * Workbench dashboards. Agents can now build and maintain dashboards directly inside a workbench, with timeseries, stat, table, bar, pie, heatmap, log, and trace panels. * Monitoring tab. A new Monitoring tab puts a workbench’s dashboards

Aaron Smallberg
Aaron Smallberg

Infrastructure as Code with Terraform: How to Run It Safely at Enterprise Scale Members Public

Getting started with infrastructure as code in Terraform is easy. You write some HCL, run terraform apply, and a VPC shows up. The hard part comes later, once dozens of engineers, several cloud accounts, and a fleet of Kubernetes clusters all depend on the same state. Then you're

Lindsay S
Lindsay S
Platform engineers evaluating layered Kubernetes security tools

Kubernetes Security Tools: How I'd Build the Stack Layer by Layer Members Public

Kubernetes security programs rarely fail because someone picked the wrong scanner. In my experience running platform teams across a lot of clusters, they fail because the controls are scattered. One team runs a scanner in CI, another has half a Gatekeeper install, and nobody can say which layer would have

Lindsay S
Lindsay S

Kubernetes Security News: Fleet Triage and Defense Guide Members Public

Use Kubernetes security news to verify affected versions, exposure, patch status, and ownership, then coordinate reviewable remediation across your fleet.

Lindsay S
Lindsay S
Kubernetes
Security engineer reviewing Kubernetes fleet risk

CVE-2026-31431: Copy Fail Kubernetes Response Guide Members Public

Learn how CVE-2026-31431 affects Kubernetes nodes, prioritize exposed workloads, patch safely, apply interim controls, and verify fleet remediation.

Lindsay S
Lindsay S
Kubernetes