How We Migrated 30+ Kubernetes Clusters to Terraform

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Managing your resources using Infrastructure as Code (IaC) is a critical practice in modern cloud environments. AWS offers multiple IaC tools, with Cloud Development Kit (CDK) and Terraform being among the most popular. Migrating from CDK to Terraform can be complex but achievable with the right approach.

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You Should Know:

1. Terraform Setup for Kubernetes

To manage Kubernetes clusters with Terraform, you need the Kubernetes provider:

provider "kubernetes" { 
config_path = "~/.kube/config" 
} 

2. Exporting Existing CDK Infrastructure

Before migration, export your existing CDK infrastructure:

cdk synth > cdk_template.yaml 

3. Converting CDK Output to Terraform

Use `cdk8s` or manual conversion to transform CloudFormation templates into Terraform HCL:

cdk8s import cdk_template.yaml --output terraform/ 

4. Deploying with Terraform

Initialize and apply Terraform configuration:

terraform init 
terraform plan 
terraform apply -auto-approve 

5. Validating the Migration

Ensure resources are correctly provisioned:

kubectl get pods --all-namespaces 
aws eks list-clusters 

6. Destroying Old CDK Resources

After successful migration, clean up CDK-deployed resources:

cdk destroy --all 

7. Automating State Management

Use Terraform remote backends (e.g., S3) for team collaboration:

terraform { 
backend "s3" { 
bucket = "tf-state-bucket" 
key = "kubernetes/terraform.tfstate" 
region = "us-east-1" 
} 
} 

8. Handling Kubernetes Secrets in Terraform

Store secrets securely using AWS Secrets Manager or HashiCorp Vault:

data "aws_secretsmanager_secret" "k8s_secret" { 
name = "k8s-cluster-secret" 
} 

What Undercode Say

Migrating from CDK to Terraform requires careful planning, especially for large-scale Kubernetes deployments. Automation, state management, and validation are key to success.

Expected Output:

  • Successful `terraform apply` with zero errors.
  • Verified Kubernetes cluster accessibility via kubectl.
  • Clean removal of old CDK resources.

Prediction

As IaC tools evolve, expect more organizations to adopt multi-tool strategies, leveraging CDK for rapid prototyping and Terraform for production-grade stability.

For more details, refer to the original Medium article.

IT/Security Reporter URL:

Reported By: Darryl Ruggles – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅

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