A doctrine that survives an argument like that deserves to be more than three posts a reader has to reassemble by hand. So I packaged it. The Backup Verification Kit is live on Gumroad today — the checks from the series…
Some coverage this week frames Container Apps support as brand-new general availability. Microsoft’s release notes say otherwise: discovery and posture for serverless container workloads entered preview on June 4 and reached general availability on July 1. What is new in November is…
Kubernetes now has a working group whose only job is to define how an application should behave once it runs on a cluster. The project announced the Workload Conformance Working Group on October 27, 2026, and a community report in Last Week…
Traditionally, achieving vulnerability detection and threat management for containerized applications has been challenging due to the lack of comprehensive detection and assessment of threats at both the container and host levels. Security challenges faced by container deployments include: Secure your…
A clean migration takes about 50 minutes if you inventory first, back up second, and rebuild the local Ollama provider before touching anything else. Readers who built the 1.x setup from our earlier OpenCode and Ollama walkthrough can keep most of…
One framing point before the commands. Karpenter is open source under the Apache License 2.0 and costs nothing on its own. You pay for the EKS control plane and for the EC2 instances it launches. That makes every setting here a cost…
Argo CD is an open-source GitOps continuous delivery tool that watches a Git repository and keeps a Kubernetes cluster matching what it finds there, as the official Argo CD documentation explains. That single idea explains why platform teams adopted it.
Before diving into benchmarks and real-world scenarios, here is a side-by-side snapshot of the two tools across the specifications that matter most to DevOps engineers, platform teams, and cloud architects evaluating their IaC stack in 2026. The table tells one story…
The single biggest differentiator between Terraform and Pulumi is how you write infrastructure code. Terraform uses HCL, a declarative domain-specific language designed specifically for infrastructure. Pulumi lets you write infrastructure in Python, TypeScript, JavaScript, Go, C#, Java, F#, or YAML.
One naming warning before we begin. “Workspaces” means three different things in this corner of the industry: Terraform CLI workspaces, HCP Terraform workspaces, and Amazon WorkSpaces (the AWS virtual desktop service). This article covers the first, explains the second, and…
K8s basics, helm charts, storage classes, and small‑cluster ops for homelabs.
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