Use dedicated workload profile by marvinbuss · Pull Request #64 · PerfectThymeTech/real-time-agent

marvinbuss · 2025-12-23T13:48:43Z

Proposed changes:

Use dedicated workload profile

…agent into marvinbuss/workload_profile

github-actions · 2025-12-23T13:48:56Z

Terraform Lint Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Format and Style 🖌success

github-actions · 2025-12-23T13:49:42Z

Terraform Validation & Plan Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Initialization ⚙️success
Terraform Validation 🤖success
Terraform Plan 📖success

Show Plan


terraform
Acquiring state lock. This may take a few moments...
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Note: You didn't use the -out option to save this plan, so Terraform can't
guarantee to take exactly these actions if you run "terraform apply" now.
Releasing state lock. This may take a few moments...

Copilot

Pull request overview

This PR transitions the Azure Container App Environment from using the default Consumption workload profile to a dedicated D4 workload profile for improved performance and resource allocation.

Adds a new local variable for the workload profile name ("D4")
Enables a dedicated D4 workload profile in the container app environment with scaling between 1-3 instances
Updates the backend container app to use the new dedicated workload profile instead of Consumption

Reviewed changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 1 comment.

File	Description
code/infra/locals.tf	Introduces a new local variable to centralize the workload profile name configuration
code/infra/containerapps.tf	Uncomments and configures the D4 workload profile block and updates the backend container app to reference it
.github/workflows/_terraformEnvironmentTemplate.yml	Comments out the conditional that restricts when Terraform apply runs

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.github/workflows/_terraformEnvironmentTemplate.yml

github-actions · 2025-12-23T17:35:14Z

Terraform Lint Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Format and Style 🖌success

github-actions · 2025-12-23T17:36:51Z

Terraform Validation & Plan Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Initialization ⚙️success
Terraform Validation 🤖success
Terraform Plan 📖success

Show Plan


terraform
Acquiring state lock. This may take a few moments...
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    }

�[1m  # module.ai_service.azurerm_cognitive_account.cognitive_account�[0m will be updated in-place
�[0m  �[33m~�[0m�[0m resource "azurerm_cognitive_account" "cognitive_account" {
        id                                          = "/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001"
        name                                        = "voi-aig-dev-ai001"
        tags                                        = {
            "workload" = "voice-agent"
        }
        �[90m# (20 unchanged attributes hidden)�[0m�[0m

      �[33m~�[0m�[0m network_acls {
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            �[90m# (1 unchanged attribute hidden)�[0m�[0m
        }

        �[90m# (1 unchanged block hidden)�[0m�[0m
    }

�[1m  # module.ai_service.azurerm_monitor_diagnostic_setting.diagnostic_setting_cognitive_account["0"]�[0m will be updated in-place
�[0m  �[33m~�[0m�[0m resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_cognitive_account" {
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        name                           = "applicationLogs-0"
        �[90m# (5 unchanged attributes hidden)�[0m�[0m

      �[33m~�[0m�[0m enabled_log (known after apply)
      �[31m-�[0m�[0m enabled_log {
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            �[90m# (1 unchanged attribute hidden)�[0m�[0m

          �[31m-�[0m�[0m retention_policy {
              �[31m-�[0m�[0m days    = 0 �[90m-> null�[0m�[0m
              �[31m-�[0m�[0m enabled = false �[90m-> null�[0m�[0m
            }
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      �[31m-�[0m�[0m enabled_log {
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            �[90m# (1 unchanged attribute hidden)�[0m�[0m

          �[31m-�[0m�[0m retention_policy {
              �[31m-�[0m�[0m days    = 0 �[90m-> null�[0m�[0m
              �[31m-�[0m�[0m enabled = false �[90m-> null�[0m�[0m
            }
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        �[90m# (2 unchanged blocks hidden)�[0m�[0m
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�[1mPlan:�[0m �[0m0 to add, 2 to change, 0 to destroy.
�[33m╷�[0m�[0m
�[33m│�[0m �[0m�[1m�[33mWarning: �[0m�[0m�[1mArgument is deprecated�[0m
�[33m│�[0m �[0m
�[33m│�[0m �[0m�[0m  with module.application_insights.azurerm_monitor_diagnostic_setting.diagnostic_setting_application_insights["0"],
�[33m│�[0m �[0m  on .terraform/modules/application_insights/modules/applicationinsights/diagnostics.tf line 1, in resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_application_insights":
�[33m│�[0m �[0m   1: resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_application_insights" �[4m{�[0m�[0m
�[33m│�[0m �[0m
�[33m│�[0m �[0m`metric` has been deprecated in favor of the `enabled_metric` property and
�[33m│�[0m �[0mwill be removed in v5.0 of the AzureRM provider
�[33m│�[0m �[0m
�[33m│�[0m �[0m(and one more similar warning elsewhere)
�[33m╵�[0m�[0m
�[90m
─────────────────────────────────────────────────────────────────────────────�[0m

Note: You didn't use the -out option to save this plan, so Terraform can't
guarantee to take exactly these actions if you run "terraform apply" now.
Releasing state lock. This may take a few moments...

github-actions · 2025-12-24T12:09:34Z

Terraform Lint Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Format and Style 🖌success

github-actions · 2025-12-24T12:33:05Z

Terraform Validation & Plan Results

Terraform Version 📎1.14.3
Working Directory 📂./code/infra
Terraform Initialization ⚙️success
Terraform Validation 🤖success
Terraform Plan 📖success

Show Plan


terraform
Acquiring state lock. This may take a few moments...
�[0m�[1mazurerm_resource_group.resource_group: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg]�[0m
�[0m�[1mmodule.ai_service.data.azurerm_client_config.current: Reading...�[0m�[0m
�[0m�[1mmodule.communication_service.data.azurerm_client_config.current: Reading...�[0m�[0m
�[0m�[1mmodule.key_vault.data.azurerm_client_config.current: Reading...�[0m�[0m
�[0m�[1mdata.azurerm_virtual_network.virtual_network: Reading...�[0m�[0m
�[0m�[1mdata.azurerm_route_table.route_table: Reading...�[0m�[0m
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�[0m�[1mmodule.key_vault.data.azurerm_client_config.current: Read complete after 0s [id=Y2xpZW50Q29uZmlncy9jbGllbnRJZD1lNWRmNjg0My1lYmRlLTRkNzktOWM3ZS03NDMxYTNjZDQzZDI7b2JqZWN0SWQ9OTczZGYyYWQtNGU1ZS00ZThiLTlkZjYtMTdmNjFlOWVmZDU1O3N1YnNjcmlwdGlvbklkPTFmZGFiMTE4LTE2MzgtNDE5YS04YjEyLTA2Yzk1NDM3MTRhMDt0ZW5hbnRJZD0zNzk2M2RkNC1mNGU2LTQwZjgtYTdkNi0yNGI5NzkxOWU0NTI=]�[0m
�[0m�[1mdata.azurerm_log_analytics_workspace.log_analytics_workspace: Reading...�[0m�[0m
�[0m�[1mmodule.application_insights.azurerm_application_insights.application_insights: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Insights/components/voi-aig-dev-appi001]�[0m
�[0m�[1mmodule.user_assigned_identity.azurerm_user_assigned_identity.user_assigned_identity: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.ManagedIdentity/userAssignedIdentities/voi-aig-dev-uai001]�[0m
�[0m�[1mmodule.communication_service.azurerm_communication_service.communication_service: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Communication/communicationServices/voi-aig-dev-acs001]�[0m
�[0m�[1mmodule.ai_service.azurerm_cognitive_account.cognitive_account: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001]�[0m
�[0m�[1mmodule.key_vault.azurerm_key_vault.key_vault: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001]�[0m
�[0m�[1mdata.azurerm_route_table.route_table: Read complete after 1s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/ptt-dev-networking-rg/providers/Microsoft.Network/routeTables/ptt-dev-default-rt001]�[0m
�[0m�[1mdata.azurerm_network_security_group.network_security_group: Read complete after 1s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/ptt-dev-networking-rg/providers/Microsoft.Network/networkSecurityGroups/ptt-dev-default-nsg001]�[0m
�[0m�[1mdata.azurerm_log_analytics_workspace.log_analytics_workspace: Read complete after 1s [id=/subscriptions/e82c5267-9dc4-4f45-ac13-abdd5e130d27/resourceGroups/ptt-dev-logging-rg/providers/Microsoft.OperationalInsights/workspaces/ptt-dev-log001]�[0m
�[0m�[1mdata.azurerm_virtual_network.virtual_network: Read complete after 1s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/ptt-dev-networking-rg/providers/Microsoft.Network/virtualNetworks/spoke-ptt-dev-vnet001]�[0m
�[0m�[1mazapi_resource.subnet_container_app: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/ptt-dev-networking-rg/providers/Microsoft.Network/virtualNetworks/spoke-ptt-dev-vnet001/subnets/ConAppEnvironmentSubnet]�[0m
�[0m�[1mmodule.ai_service.azurerm_monitor_diagnostic_setting.diagnostic_setting_cognitive_account["0"]: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001|applicationLogs-0]�[0m
�[0m�[1mmodule.key_vault.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_key_vault: Reading...�[0m�[0m
�[0m�[1mmodule.key_vault.azurerm_role_assignment.current_roleassignment_key_vault: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001/providers/Microsoft.Authorization/roleAssignments/276acc93-729b-9c60-3859-c63cb268f835]�[0m
�[0m�[1mazurerm_role_assignment.uai_role_assignment_key_vault_secrets_user: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001/providers/Microsoft.Authorization/roleAssignments/ae79b26e-925e-2c19-1537-44231d416c86]�[0m
�[0m�[1mazurerm_role_assignment.current_role_assignment_key_vault_secrets_officer: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001/providers/Microsoft.Authorization/roleAssignments/6414a717-a4e8-dac1-997c-817a4d9adc98]�[0m
�[0m�[1mmodule.key_vault.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_key_vault: Read complete after 1s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001]�[0m
�[0m�[1mmodule.key_vault.azurerm_monitor_diagnostic_setting.diagnostic_setting_key_vault["0"]: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.KeyVault/vaults/voi-aig-dev-kv001|applicationLogs-0]�[0m
�[0m�[1mmodule.communication_service.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_communication_service: Reading...�[0m�[0m
�[0m�[1mazapi_resource.subnet_private_endpoints: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/ptt-dev-networking-rg/providers/Microsoft.Network/virtualNetworks/spoke-ptt-dev-vnet001/subnets/ConAppPrivateEndpointSubnet]�[0m
�[0m�[1mmodule.communication_service.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_communication_service: Read complete after 0s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Communication/communicationServices/voi-aig-dev-acs001]�[0m
�[0m�[1mmodule.communication_service.azurerm_monitor_diagnostic_setting.diagnostic_setting_communication_service["0"]: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Communication/communicationServices/voi-aig-dev-acs001|applicationLogs-0]�[0m
�[0m�[1mmodule.key_vault.azurerm_private_endpoint.private_endpoint_cognitive_account_vault: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Network/privateEndpoints/voi-aig-dev-kv001-vault-pe]�[0m
�[0m�[1mmodule.ai_service.azurerm_private_endpoint.private_endpoint_cognitive_account: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Network/privateEndpoints/voi-aig-dev-ai001-account-pe]�[0m
�[0m�[1mmodule.key_vault.time_sleep.sleep_connectivity: Refreshing state... [id=2025-11-07T08:02:39Z]�[0m
�[0m�[1mazurerm_key_vault_secret.key_vault_secret_communication_service_primary_connection_string: Refreshing state... [id=https://voi-aig-dev-kv001.vault.azure.net/secrets/acs-connection-string/7e32ac70e15a4887868a51b1e13392e9]�[0m
�[0m�[1mazurerm_key_vault_secret.key_vault_secret_aoai_primary_access_key: Refreshing state... [id=https://voi-aig-dev-kv001.vault.azure.net/secrets/aoai-primary-access-key/73ca097d844b42fab851584b7aad7708]�[0m
�[0m�[1mmodule.ai_service.time_sleep.sleep_connectivity: Refreshing state... [id=2025-11-07T08:02:52Z]�[0m
�[0m�[1mazurerm_cognitive_account_rai_policy.cognitive_account_rai_policy: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001/raiPolicies/default]�[0m
�[0m�[1mazurerm_cognitive_deployment.cognitive_deployment_gpt_40_transcribe: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001/deployments/gpt-4o-transcribe]�[0m
�[0m�[1mazurerm_cognitive_deployment.cognitive_deployment_gpt_realtime: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001/deployments/gpt-realtime]�[0m
�[0m�[1mmodule.application_insights.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_application_insights: Reading...�[0m�[0m
�[0m�[1mazurerm_key_vault_secret.key_vault_secret_application_insights_connection_string: Refreshing state... [id=https://voi-aig-dev-kv001.vault.azure.net/secrets/ai-connection-string/61f11ffbd49648a79e1037c0833f9ba6]�[0m
�[0m�[1mazurerm_container_app_environment.container_app_environment: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.App/managedEnvironments/voi-aig-dev-cae001]�[0m
�[0m�[1mmodule.application_insights.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_application_insights: Read complete after 0s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Insights/components/voi-aig-dev-appi001]�[0m
�[0m�[1mmodule.application_insights.azurerm_monitor_diagnostic_setting.diagnostic_setting_application_insights["0"]: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Insights/components/voi-aig-dev-appi001|applicationLogs-0]�[0m
�[0m�[1mdata.azurerm_monitor_diagnostic_categories.diagnostic_categories_container_app_environment: Reading...�[0m�[0m
�[0m�[1mazurerm_container_app.container_app_backend: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.App/containerApps/voi-aig-dev-ca001-backend]�[0m
�[0m�[1mdata.azurerm_monitor_diagnostic_categories.diagnostic_categories_container_app_environment: Read complete after 1s [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.App/managedEnvironments/voi-aig-dev-cae001]�[0m
�[0m�[1mazurerm_monitor_diagnostic_setting.diagnostic_setting_container_app_environment["0"]: Refreshing state... [id=/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.App/managedEnvironments/voi-aig-dev-cae001|applicationLogs-0]�[0m

Terraform used the selected providers to generate the following execution
plan. Resource actions are indicated with the following symbols:
  �[32m+�[0m create�[0m
  �[33m~�[0m update in-place�[0m
 �[36m<=�[0m read (data resources)�[0m

Terraform will perform the following actions:

�[1m  # azurerm_eventgrid_system_topic.eventgrid_system_topic�[0m will be created
�[0m  �[32m+�[0m�[0m resource "azurerm_eventgrid_system_topic" "eventgrid_system_topic" {
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      �[32m+�[0m�[0m metric_resource_id     = (known after apply)
      �[32m+�[0m�[0m name                   = "voi-aig-dev-acs001-egst001"
      �[32m+�[0m�[0m resource_group_name    = "voi-aig-dev-rg"
      �[32m+�[0m�[0m source_arm_resource_id = (known after apply)
      �[32m+�[0m�[0m source_resource_id     = "/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.Communication/communicationServices/voi-aig-dev-acs001"
      �[32m+�[0m�[0m topic_type             = "Microsoft.Communication.CommunicationServices"
    }

�[1m  # azurerm_eventgrid_system_topic_event_subscription.eventgrid_system_topic_event_subscription�[0m will be created
�[0m  �[32m+�[0m�[0m resource "azurerm_eventgrid_system_topic_event_subscription" "eventgrid_system_topic_event_subscription" {
      �[32m+�[0m�[0m advanced_filtering_on_arrays_enabled = true
      �[32m+�[0m�[0m event_delivery_schema                = "EventGridSchema"
      �[32m+�[0m�[0m eventhub_endpoint_id                 = (known after apply)
      �[32m+�[0m�[0m hybrid_connection_endpoint_id        = (known after apply)
      �[32m+�[0m�[0m id                                   = (known after apply)
      �[32m+�[0m�[0m included_event_types                 = [
          �[32m+�[0m�[0m "Microsoft.Communication.IncomingCall",
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      �[32m+�[0m�[0m labels                               = []
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      �[32m+�[0m�[0m resource_group_name                  = "voi-aig-dev-rg"
      �[32m+�[0m�[0m system_topic                         = "voi-aig-dev-acs001-egst001"

      �[32m+�[0m�[0m retry_policy {
          �[32m+�[0m�[0m event_time_to_live    = 1440
          �[32m+�[0m�[0m max_delivery_attempts = 30
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      �[32m+�[0m�[0m webhook_endpoint {
          �[32m+�[0m�[0m base_url                          = (known after apply)
          �[32m+�[0m�[0m max_events_per_batch              = 1
          �[32m+�[0m�[0m preferred_batch_size_in_kilobytes = 64
          �[32m+�[0m�[0m url                               = "https://greensea-4b4c6f65.northeurope.azurecontainerapps.io/v1/calls/incoming"
        }
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�[1m  # module.ai_service.data.azurerm_monitor_diagnostic_categories.diagnostic_categories_cognitive_account�[0m will be read during apply
  # (depends on a resource or a module with changes pending)
�[0m �[36m<=�[0m�[0m data "azurerm_monitor_diagnostic_categories" "diagnostic_categories_cognitive_account" {
      �[32m+�[0m�[0m id                  = (known after apply)
      �[32m+�[0m�[0m log_category_groups = (known after apply)
      �[32m+�[0m�[0m log_category_types  = (known after apply)
      �[32m+�[0m�[0m metrics             = (known after apply)
      �[32m+�[0m�[0m resource_id         = "/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001"
    }

�[1m  # module.ai_service.azurerm_cognitive_account.cognitive_account�[0m will be updated in-place
�[0m  �[33m~�[0m�[0m resource "azurerm_cognitive_account" "cognitive_account" {
        id                                          = "/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001"
        name                                        = "voi-aig-dev-ai001"
        tags                                        = {
            "workload" = "voice-agent"
        }
        �[90m# (20 unchanged attributes hidden)�[0m�[0m

      �[33m~�[0m�[0m network_acls {
          �[31m-�[0m�[0m bypass         = "AzureServices" �[90m-> null�[0m�[0m
          �[33m~�[0m�[0m default_action = "Allow" �[33m->�[0m�[0m "Deny"
            �[90m# (1 unchanged attribute hidden)�[0m�[0m
        }

        �[90m# (1 unchanged block hidden)�[0m�[0m
    }

�[1m  # module.ai_service.azurerm_monitor_diagnostic_setting.diagnostic_setting_cognitive_account["0"]�[0m will be updated in-place
�[0m  �[33m~�[0m�[0m resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_cognitive_account" {
        id                             = "/subscriptions/1fdab118-1638-419a-8b12-06c9543714a0/resourceGroups/voi-aig-dev-rg/providers/Microsoft.CognitiveServices/accounts/voi-aig-dev-ai001|applicationLogs-0"
        name                           = "applicationLogs-0"
        �[90m# (5 unchanged attributes hidden)�[0m�[0m

      �[33m~�[0m�[0m enabled_log (known after apply)
      �[31m-�[0m�[0m enabled_log {
          �[31m-�[0m�[0m category_group = "Audit" �[90m-> null�[0m�[0m
            �[90m# (1 unchanged attribute hidden)�[0m�[0m

          �[31m-�[0m�[0m retention_policy {
              �[31m-�[0m�[0m days    = 0 �[90m-> null�[0m�[0m
              �[31m-�[0m�[0m enabled = false �[90m-> null�[0m�[0m
            }
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      �[31m-�[0m�[0m enabled_log {
          �[31m-�[0m�[0m category_group = "allLogs" �[90m-> null�[0m�[0m
            �[90m# (1 unchanged attribute hidden)�[0m�[0m

          �[31m-�[0m�[0m retention_policy {
              �[31m-�[0m�[0m days    = 0 �[90m-> null�[0m�[0m
              �[31m-�[0m�[0m enabled = false �[90m-> null�[0m�[0m
            }
        }

        �[90m# (2 unchanged blocks hidden)�[0m�[0m
    }

�[1mPlan:�[0m �[0m2 to add, 2 to change, 0 to destroy.
�[33m╷�[0m�[0m
�[33m│�[0m �[0m�[1m�[33mWarning: �[0m�[0m�[1mArgument is deprecated�[0m
�[33m│�[0m �[0m
�[33m│�[0m �[0m�[0m  with module.application_insights.azurerm_monitor_diagnostic_setting.diagnostic_setting_application_insights["0"],
�[33m│�[0m �[0m  on .terraform/modules/application_insights/modules/applicationinsights/diagnostics.tf line 1, in resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_application_insights":
�[33m│�[0m �[0m   1: resource "azurerm_monitor_diagnostic_setting" "diagnostic_setting_application_insights" �[4m{�[0m�[0m
�[33m│�[0m �[0m
�[33m│�[0m �[0m`metric` has been deprecated in favor of the `enabled_metric` property and
�[33m│�[0m �[0mwill be removed in v5.0 of the AzureRM provider
�[33m│�[0m �[0m
�[33m│�[0m �[0m(and one more similar warning elsewhere)
�[33m╵�[0m�[0m
�[90m
─────────────────────────────────────────────────────────────────────────────�[0m

Note: You didn't use the -out option to save this plan, so Terraform can't
guarantee to take exactly these actions if you run "terraform apply" now.
Releasing state lock. This may take a few moments...

marvinbuss added 3 commits December 23, 2025 14:38

Test dedicated workload profile

b958a9a

Merge branch 'main' of https://github.com/PerfectThymeTech/real-time-…

c3acfe5

…agent into marvinbuss/workload_profile

Apply from PR

ef2a972

marvinbuss self-assigned this Dec 23, 2025

Copilot AI review requested due to automatic review settings December 23, 2025 13:48

marvinbuss added the enhancement New feature or request label Dec 23, 2025

marvinbuss temporarily deployed to dev December 23, 2025 13:48 — with GitHub Actions Inactive

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Test without consumption workload profile

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Add event grid subscription

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Use dedicated workload profile#64

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