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Terraform Environment Variables Ensure the following environment variables are configured in the pipeline settings or Azure Key Vault:

ARM_CLIENT_ID ARM_CLIENT_SECRET ARM_SUBSCRIPTION_ID ARM_TENANT_ID GITHUB_TOKEN This setup enables the pipeline to decide the deployment environment based on the environment parameter, run the Terraform plan, wait for manual validation, and then apply the plan.

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