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_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation exclusively provides PowerShell examples using the Az.LabServices module, which is primarily a Windows tool. There are no equivalent examples or instructions for Linux or cross-platform users (e.g., using Azure CLI, Bash, or REST API). The documentation references only PowerShell cmdlets and does not mention or link to Linux-friendly alternatives, indicating a strong Windows and PowerShell bias.
Recommendations:
  • Add equivalent examples using Azure CLI (az lab services ...) for Linux/macOS users.
  • Provide Bash shell script examples for retrieving the public IP address.
  • Mention and link to REST API documentation for users who may want to automate tasks in a cross-platform way.
  • Clearly indicate which instructions are Windows-specific and provide parity for Linux/macOS.
  • Include a section or note on how to install and use the Az.LabServices PowerShell module on Linux/macOS (via PowerShell Core), if applicable.
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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
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

$ResourceGroupName = "MyResourceGroup" $LabName = "MyLab" $LabPublicIP = $null $lab = Get-AzLabServicesLab -Name $LabName -ResourceGroupName $ResourceGroupName if (-not $lab){ Write-Error "Could find lab $($LabName) in resource group $($ResourceGroupName)." } if($lab.NetworkProfilePublicIPId){ #Lab is using advance networking # Get public IP from networking properties $LabPublicIP = Get-AzResource -ResourceId $lab.NetworkProfilePublicIPId | Get-AzPublicIpAddress | Select-Object -expand IpAddress }else{ #Get first VM from lab # If customizable lab, this is the template VM # If non-customizable lab, this is the first VM published. $vm = $lab | Get-AzLabServicesVM | Select -First 1 if ($vm){ if($vm.ConnectionProfileSshAuthority){ $connectionAuthority = $vm.ConnectionProfileSshAuthority.Split(":")[0] }else{ $connectionAuthority = $vm.ConnectionProfileRdpAuthority.Split(":")[0] } $LabPublicIP = [System.Net.DNS]::GetHostByName($connectionAuthority).AddressList.IPAddressToString | Where-Object {$_} | Select -First 1 } } if ($LabPublicIP){ Write-Output "Public IP for $($lab.Name) is $LabPublicIP." }else{ Write-Error "Lab must be published to get public IP address." }