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_first
missing_linux_example
windows_tools
Summary
The documentation exclusively uses PowerShell commands and Windows-centric tooling (Az PowerShell module) for all examples and instructions. There are no CLI, Bash, or cross-platform alternatives provided, and all command-line examples are presented in a Windows PowerShell context. This creates a strong Windows bias and may hinder Linux or macOS users.
Recommendations
  • Provide equivalent Azure CLI (az) command examples for all resource management tasks, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Mention and link to installation instructions for Azure CLI alongside Az PowerShell.
  • Clearly indicate that the PowerShell examples work on PowerShell Core (cross-platform) if applicable, or specify any Windows-only limitations.
  • Include Bash or shell script examples where appropriate, especially for automation scenarios.
  • Reorder sections or provide parallel examples so that Linux/macOS users are not required to translate Windows/PowerShell instructions themselves.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets

PS C:\> Connect-AzAccount
PS C:\> Install-Module Az.Communication
PS C:\> Remove-AzEmailService -Name ContosoEmailServiceResource1 -ResourceGroupName ContosoResourceProvider1
PS C:\> New-AzEmailService -ResourceGroupName ContosoResourceProvider1 -Name ContosoEmailServiceResource1 -DataLocation UnitedStates -SubscriptionId SubscriptionID
PS C:\> Get-AzEmailService -Name ContosoEmailServiceResource1 -ResourceGroupName ContosoResourceProvider1