Engineering & Operations

Keeping Terraform and App Deployments in Sync Part 2: The Application CI Side

Imagine your infrastructure pipeline is running perfectly . . . until it isn’t. You apply a routine security

Keeping Terraform and App Deployments in Sync Part 1: The Infrastructure Side

Imagine this scenario. An infrastructure engineer upgrades the ECS cluster Terraform module from version 5.11.4 to 5.12.0. Routine

Preventing Destructive Automation in Kubernetes: Part 2

This is Part 2 of a three-part series on preventing destructive automation in Kubernetes. If you haven’t read

Preventing Destructive Automation in Kubernetes: Part 1

Part 1 explains how reconciliation loops, declarative configuration, and layered controllers can amplify both good and bad changes.

Google Cloud Landing Zone 101: What It Is, Why You Need It, and How to Build One

Map familiar AWS concepts to Google Cloud so you get a secure, consistent foundation from day one.

The Importance of Layer One Troubleshooting

Complex problems often have simple causes. Layer 1 troubleshooting can save time, prevent misdiagnosis, and keep your data

Evaluating Privileged Access Management as a Core Security Control

Privileged access remains one of the most targeted areas in cybersecurity and yet too often, it’s managed reactively.

Building a Local Red Hat Lab for Learning and Testing: From Idea to Environment

Explore how to use Packer, Vagrant & VirtualBox to set up a reproducible RHEL environment.

Offload Observability of your AI Applications

Building AI-powered systems is fundamentally different from creating traditional software because AI models are probabilistic and can behave