Terraform vs OpenTofu in Practice: What to Use After BSL, and When to Switch
After HashiCorp’s BSL switch, this post helps you decide Terraform vs OpenTofu for new IaC and when to migrate existing code to tofu, using a self-assessment flowchart. It covers the license decision tree, migration and rollback commands, f
From Terraform to K8s: A Practical End-to-End DevOps CI/CD Roadmap (IaC & GitOps)
Learning individual technologies isn't enough. This guide walks through a practical, step-by-step roadmap: laying the infrastructure foundation with Terraform, deploying applications with Kubernetes, and completing the full CI/CD pipeline w
Preventing Cloud Security Vulnerabilities: A Practical DevSecOps Guide to Stopping IAM, Secrets, and IaC Issues in Code
A practical guide to defending against critical cloud security vulnerabilities—such as IAM misuse and hardcoded secrets—at the code level rather than in theory. It shows how to embed security into the development process, from implementing
Junior Developer Portfolio: A DevOps Roadmap to Upgrade to 'System Designer'
Want to go beyond simple CRUD and turn your portfolio into an operable system? This roadmap shows how to bake core DevOps skills like IaC (Terraform) and CI/CD pipelines into your work so interviewers see you as a system designer.
Automating an MLOps Pipeline with Terraform and Kubeflow
This article introduces Infrastructure as Code (IaC) principles for managing the entire process from AI model development to production deployment as code. It presents a practical blueprint for provisioning infrastructure with Terraform and
Practical IaC with Terraform: From Module Design to State Management
Click-ops infrastructure cannot be reproduced. Defining infrastructure as code with Terraform enables version control, code review, and automation.