Advanced Web Application Firewall Rules in Azure with Terraform

If you're creating an Application Gateway in Terraform for Azure you're using this resource azurerm_application_gateway. This resource allows for some basic configuration of the Web Application Firewall through the waf_configuration block. However the configuration there is very limited and basically restricted to turning it off and on and choosing the base rule set.