Sad Tux - Windows bias detected
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

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell commands (Az PowerShell Module) for all examples and instructions, which are Windows-centric. There are no examples or guidance for Linux users (e.g., using Azure CLI, Bash, or cross-platform tools). Windows tools and patterns are mentioned exclusively and before any Linux equivalents (which are absent).
Recommendations
  • Add equivalent Azure CLI examples for all operations (login, module installation, resource creation, update, listing, and deletion).
  • Explicitly mention that PowerShell Core is cross-platform if PowerShell must be used, and provide instructions for installing and using it on Linux/macOS.
  • Include Bash shell examples where appropriate, especially for common tasks.
  • Provide a section or note for Linux/macOS users, outlining supported tools and any differences in usage.
  • Ensure that links to documentation for Azure CLI and other cross-platform tools are included alongside PowerShell links.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets

PS C:\> New-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test -Username test -SubscriptionId SubscriptionID
PS C:\> Connect-AzAccount
PS C:\> Install-Module Az.Communication
PS C:\> New-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test -Username test
PS C:\> Update-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test -Username test -DisplayName testdisplayname

PS C:\> Update-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test -Username test -DisplayName testdisplayname -SubscriptionId SubscriptionID
PS C:\> Get-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com
PS C:\> Get-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test
PS C:\> Remove-AzEmailServiceSenderUsername -ResourceGroupName ContosoResourceProvider1 -EmailServiceName ContosoEmailServiceResource1 -DomainName contoso.com -SenderUsername test