Azure Stack Edge Gpu Deploy Arc Kubernetes Cluster

Bias Analysis

Detected Bias Types

windows_first

powershell_heavy

windows_tools

missing_linux_example

Summary

The documentation demonstrates a strong Windows bias. It assumes the user is on a Windows client, prioritizes Windows PowerShell throughout, and provides only PowerShell-based command examples (including custom cmdlets and Azure PowerShell modules). There are no equivalent Linux/bash examples, and Linux/macOS client workflows are not described. Windows tools and patterns are mentioned exclusively or before any cross-platform alternatives.

Recommendations

Add explicit instructions and examples for Linux/macOS clients, including bash/zsh shell commands.
Provide az CLI and kubectl command examples in bash syntax, not just PowerShell.
Document how to connect to the device and run required commands from Linux/macOS (e.g., via SSH or az CLI).
Clarify which steps are platform-specific and which are cross-platform.
Where custom PowerShell cmdlets are used (e.g., Set-HcsKubernetesAzureArcAgent), state whether Linux equivalents exist or provide alternative workflows.
Reorder sections so that cross-platform or platform-agnostic steps are presented first, and platform-specific instructions are clearly separated.
Link to supported OS documentation more prominently and summarize Linux/macOS support in the prerequisites.

Create Pull Request

Date	Scan	Status	Result
2025-07-12 23:44	#41	cancelled	Biased
2025-07-12 00:58	#8	cancelled	Clean
2025-07-10 05:06	#7	processing	Clean

Flagged Code Snippets

    PS /home/user> az ad sp create-for-rbac --name "https://azure-arc-for-ase-k8s"
    {
      "appId": "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx",
      "displayName": "azure-arc-for-ase-k8s",
      "name": "https://azure-arc-for-ase-k8s",
      "password": "<password>",
      "tenant": "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"
    }
    PS /home/user>

      [Device-IP]: PS> Get-AzureDataBoxEdgeApplicationId
      xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
      [Device-IP]: PS>

      // ASE resource group and resource name can be obtained from Azure portal
      PS C:\> $ASEResource= GetAzResource –ResourceGroupName <resource-group-name> -ResourceName <resource-name>
      PS C:\> $ASEResource.Identity.PrincipalId
      xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
      PS C:\>

    PS /home/user> az role assignment create --role 34e09817-6cbe-4d01-b1a2-e0eac5743d41 --assignee xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx --scope /subscriptions/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx/resourceGroups/myaserg1
    {
      "canDelegate": null,
      "id": "/subscriptions/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx/resourceGroups/myaserg1/providers/Microsoft.Authorization/roleAssignments/00000000-0000-0000-0000-000000000000",
      "name": "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx",
      "principalId": "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx",
      "principalType": "ServicePrincipal",
      "resourceGroup": "myaserg1",
      "roleDefinitionId": "/subscriptions/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx/providers/Microsoft.Authorization/roleDefinitions/34e09817-6cbe-4d01-b1a2-e0eac5743d41",
      "scope": "/subscriptions/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx/resourceGroups/myaserg1",
      "type": "Microsoft.Authorization/roleAssignments"
    }
    PS /home/user>

   [10.100.10.10]: PS>Set-HcsKubernetesAzureArcAgent -SubscriptionId "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx" -ResourceGroupName "myaserg1" -ResourceName "myasetestresarc" -Location "westeurope" -TenantId "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx" -ClientId "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"

   WARNING: A script or application on the remote computer 10.126.76.0 is sending a prompt request. When you are prompted,
   enter sensitive information, such as credentials or passwords, only if you trust the remote computer and the
   application or script that is requesting the data.

   cmdlet Set-HcsKubernetesAzureArcAgent at command pipeline position 1

   Supply values for the following parameters:
   ClientSecret: **********************************
   [10.100.10.10]: PS>

    [10.128.44.240]: PS>kubectl get deployments,pods -n azure-arc
    NAME                                        READY   UP-TO-DATE   AVAILABLE   AGE
    deployment.apps/cluster-metadata-operator   1/1     1            1           13d
    deployment.apps/clusterconnect-agent        1/1     1            1           13d
    deployment.apps/clusteridentityoperator     1/1     1            1           13d
    deployment.apps/config-agent                1/1     1            1           13d
    deployment.apps/controller-manager          1/1     1            1           13d
    deployment.apps/extension-manager           1/1     1            1           13d
    deployment.apps/flux-logs-agent             1/1     1            1           13d
    deployment.apps/kube-aad-proxy              1/1     1            1           13d
    deployment.apps/metrics-agent               1/1     1            1           13d
    deployment.apps/resource-sync-agent         1/1     1            1           13d

    NAME                                            READY   STATUS    RESTARTS   AGE
    pod/cluster-metadata-operator-9568b899c-2stjn   2/2     Running   0          13d
    pod/clusterconnect-agent-576758886d-vggmv       3/3     Running   0          13d
    pod/clusteridentityoperator-6f59466c87-mm96j    2/2     Running   0          13d
    pod/config-agent-7cbd6cb89f-9fdnt               2/2     Running   0          13d
    pod/controller-manager-df6d56db5-kxmfj          2/2     Running   0          13d
    pod/extension-manager-58c94c5b89-c6q72          2/2     Running   0          13d
    pod/flux-logs-agent-6db9687fcb-rmxww            1/1     Running   0          13d
    pod/kube-aad-proxy-67b87b9f55-bthqv             2/2     Running   0          13d
    pod/metrics-agent-575c565fd9-k5j2t              2/2     Running   0          13d
    pod/resource-sync-agent-6bbd8bcd86-x5bk5        2/2     Running   0          13d
    [10.128.44.240]: PS>

Document Details

About This Page

Bias Analysis

Scan History

Flagged Code Snippets