Ephemeral Cloud Clusters: Create, Validate, Destroy Sequences for EKS, GKE, and AKS

Ephemeral Cloud Clusters#

Ephemeral clusters exist for one purpose: validate something, then disappear. They are not staging environments, not shared dev clusters, not long-lived resources that someone forgets to turn off. The operational model is strict – create, validate, destroy – and the entire sequence must be automated so that destruction cannot be forgotten.

The cost of getting this wrong is real. A three-node EKS cluster left running over a weekend costs roughly $15. Left running for a month, $200. Multiply by the number of developers or CI pipelines that create clusters, and forgotten ephemeral infrastructure becomes a significant budget line item. Every template in this article includes auto-destroy mechanisms to prevent this.

Terraform Modules: Structure, Composition, and Reuse

What Modules Are#

A Terraform module is a directory containing .tf files. Every Terraform configuration is already a module (the “root module”). When you call another module from your root module, that is a “child module.” Modules let you encapsulate a set of resources behind a clean interface of input variables and outputs.

Module Structure#

A well-organized module looks like this:

modules/vpc/
  main.tf           # resource definitions
  variables.tf      # input variables
  outputs.tf        # output values
  versions.tf       # required providers and terraform version
  README.md         # usage documentation

The module itself has no backend, no provider configuration, and no hardcoded values. Everything configurable comes in through variables. Everything downstream consumers need comes out through outputs.