This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a strong Windows bias by exclusively providing Azure PowerShell examples for cluster setup and connection, without offering equivalent Azure CLI or Bash commands commonly used on Linux/macOS. The instructions and variable setting patterns are tailored to PowerShell, and there is no mention of Linux shell environments or cross-platform alternatives.
Recommendations:
  • Provide parallel Azure CLI/Bash examples for each PowerShell command, especially for setting variables and connecting to the cluster.
  • Explicitly mention that both Windows and Linux/macOS are supported, and clarify which tools/commands are cross-platform.
  • Reorder or present examples side-by-side to avoid prioritizing Windows/PowerShell over Linux/Bash.
  • Include troubleshooting notes relevant to Linux environments, such as differences in authentication or environment variable handling.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets

$CLUSTER_NAME="myNexusK8sCluster" $LOCATION="<ClusterAzureRegion>" $MANAGED_RESOURCE_GROUP=(Get-AzNetworkCloudKubernetesCluster -KubernetesClusterName $CLUSTER_NAME ` -SubscriptionId <mySubscription> ` -ResourceGroupName myResourceGroup ` |Select-Object -Property ManagedResourceGroupConfigurationName)
New-AzConnectedKubernetes -ClusterName $CLUSTER_NAME -ResourceGroupName $MANAGED_RESOURCE_GROUP -Location $LOCATION