Infrastructure as Code, but Automated: OpenTofu and GitHub Actions

I once spent three hours debugging a "successful" pipeline that had actually failed to deploy a critical security group update because I had set continue-on-error: true in a shell script step. The logs said green, the UI said green, but my actual infrastructure was still wide open to the internet. It is a specific type of dread that only hits when you realize your automation is lying to you. If you are managing even a modest cluster of VMs or a few bare-metal nodes, you eventually hit a wall where manual tofu apply commands from your laptop become a liability. You start worrying about which version of the binary you're running, whether your local state is out of sync with the remote, and if you accidentally left a sensitive variable in your shell history. This is the problem for anyone moving from "I run scripts" to "I manage systems." Whether you are orchestrating Kubernetes nodes on Proxm/x or managing cloud resources, the goal is to move the source of truth from your terminal to a v