Not sure about AWS specifically, but on Azure you have several methods available to define your infrastructure as code (IaC), including JSON-based ARM templates[0]. AWS and GCP must have similar IaC capabilities.

[0] https://docs.microsoft.com/en-us/azure/azure-resource-manage...