Terraform Module Design Is the Hard Part – So I Built an Agent Skill for It

Building Terraform modules is rarely the hard part. The harder part is deciding whether a module should exist at all, where the boundary should sit, how much of the provider surface to expose, and which platform defaults should be opinionated rather than endlessly configurable. In this post, I walk through why I built a terraform-module-creator GitHub Copilot skill to help with that design work up front, using live Azure MCP and HashiCorp MCP guidance to shape better module boundaries, interfaces, documentation, validation, and long-term supportability.

Creating Diagrams with an Excalidraw Agent Skill and Excalidraw MCP

Learn how an Excalidraw Agent Skill powered by Excalidraw MCP in GitHub Copilot can generate Cloud, Terraform, and workflow diagrams from natural language prompts.

Automating Terraform provider upgrades with GitHub Agentic Workflows

Terraform provider upgrades often turn into a manual research exercise. You check the registry, read changelogs, scan the codebase for deprecated resources, update the provider version, add moved blocks, run a plan, and hope nothing breaks. Using GitHub Agentic Workflows, a Terraform MCP server, and reusable agents and skills, much of that preparation can be … Read more

The Future of IaC: How AI Is Changing the Way We Build

The future of Infrastructure as Code isn’t about writing more Terraform. It’s about teaching agents how your platform works, letting AI handle the repetitive parts, and spending more time reviewing intent instead of syntax. Here’s how agent skills, MCP servers, and natural language workflows are quietly reshaping IaC.

Running HashiCorp’s Terraform MCP Server in GitHub Actions

Run HashiCorp Terraform MCP Server seamlessly in GitHub Actions to ensure accurate provider schemas and smoother automation. Learn how in this guide today.

Why You Should Use AI-Powered Terraform Plan Reviews in Your CI/CD Pipeline

Increase CI/CD efficiency with AI-powered Terraform plan reviews. Catch issues early, improve IaC quality, and speed up deployments. Learn more today.

Why You Should Setup Terraform MCP Server with GitHub Copilot

Have you ever wished your AI assistant could instantly surface the latest Terraform resources, modules, and syntax – without sending you off to dig through documentation? If you’re using GitHub Copilot for Infrastructure as Code, there’s a new way to make your workflow smarter and more up-to-date: the Terraform MCP Server. In this blog post, … Read more

Why You Should Consider Using MCP servers with GitHub Copilot

Ever found yourself wishing GitHub Copilot understood a brand-new feature or recent update you want to use? Maybe you’re writing Terraform and GitHub Copilot claims a resource value doesn’t exist – even though you know it does.  This isn’t a limitation of GitHub Copilot itself, but rather of the underlying AI model it’s using (like … Read more

Deploy Terraform to Azure with OIDC and GitHub Actions

Recently I blogged about Deploying to Azure: Secure Your GitHub Workflow with OIDC, this is a follow on post – looking at deploying Terraform to Azure using OIDC and GitHub Actions With Microsoft and GitHub both emphasising identity-based access, using OIDC for Terraform deployments isn’t just secure. It will become the new norm. OIDC authentication … Read more

Autogenerating Terraform Documentation with terraform-docs and GitHub Actions

Writing a lot of Terraform modules and trying to maintain accurate and up-to-date Terraform documentation becomes increasingly challenging. This is where terraform-docs along with GitHub actions can assist you, they automate the generation of Terraform documentation. In this blog post, I will show you how to use terraform-docs with GitHub Actions. This setup will automatically … Read more