Thoughts on Terraform state management, infrastructure parallelism, and building better developer tools.
Infrastructure automation explained, from IaC tools to maturity stages, plus why unreliable state is the real risk teams underestimate.
Most Terraform best practices are workarounds for one defect, file-based state behind a global lock. The label launders a constraint into discipline.
A practical guide to DevOps best practices covering CI/CD, IaC, automation, observability, and where infrastructure state management tends to break at scale.
Learn what Checkov is, how a Checkov Terraform scan works, how to wire it into GitHub Actions, and why passing a scan doesn't mean staying compliant.
Learn how Terraform architecture works, why state files and locks break at scale, and how graph-based state management fixes the root cause.
Learn how to deploy Nginx on AWS with Terraform. Provision an EC2 instance, configure security groups, add user data, and set up a load balancer with TLS.
A practical Terraform commands reference covering core workflow, state, workspace, and utility commands, with a focus on what each command does to your state.
Demo day three: a first look at Stategraph Cost - estimated and actual spend inside your terraform plan, plus per-state budget guardrails.
Terraform isn't the only option. Compare the best Terraform alternatives, from OpenTofu to Stategraph, to find the right fit for your infrastructure stack.
Terraform state show inspects one resource in state, fast. Learn syntax, modules, sensitive output, remote state, and where it stops being useful.
Use terraform state rm to remove resources from Terraform state without deleting infrastructure, with examples, safe workflows, and mistakes to avoid.
Concurrency and parallelism are often confused but mean different things. Learn how they work, when to use each, and why it matters in Terraform.