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
Summary
The documentation consistently presents PowerShell-based workflows for both Windows and Linux, rather than using native Linux shell commands for Linux scenarios. Additionally, in all tabbed code blocks, Windows examples are listed before Linux, reinforcing a Windows-first perspective. While Linux is not omitted, there is a lack of parity in using platform-appropriate tools and conventions for Linux users.
Recommendations
  • Provide native Bash/shell command examples for Linux scenarios, especially when using the Azure CLI, rather than only PowerShell.
  • When presenting tabbed code blocks, alternate the order of Windows and Linux examples or use a neutral default (e.g., CLI first, then platform-specific).
  • Where possible, use platform-appropriate scripting languages and conventions (e.g., Bash for Linux, PowerShell for Windows) to improve clarity and accessibility for Linux users.
  • Explicitly mention that PowerShell Core is required for Linux PowerShell examples, or provide equivalent Bash commands.
  • Review and update documentation templates to ensure Linux parity in both tooling and instructional flow.
GitHub Create Pull Request

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
2026-01-11 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

Remove-AzConnectedMachineExtension -MachineName <arc-server-name> -ResourceGroupName <resource-group-name> -Name AMAWindows
Remove-AzConnectedMachineExtension -MachineName <arc-server-name> -ResourceGroupName <resource-group-name> -Name AMALinux
$target = @{"Microsoft.Azure.Monitor.AzureMonitorWindowsAgent" = @{"targetVersion"=<target-version-number>}}
Update-AzConnectedExtension -ResourceGroupName $env.ResourceGroupName -MachineName <arc-server-name> -ExtensionTarget $target
$target = @{"Microsoft.Azure.Monitor.AzureMonitorLinuxAgent" = @{"targetVersion"=<target-version-number>}}
Update-AzConnectedExtension -ResourceGroupName $env.ResourceGroupName -MachineName <arc-server-name> -ExtensionTarget $target
az connectedmachine extension create --name AzureMonitorWindowsAgent --publisher Microsoft.Azure.Monitor --type AzureMonitorWindowsAgent --machine-name <arc-server-name> --resource-group <resource-group-name> --location <arc-server-location>
az connectedmachine extension delete --name AzureMonitorWindowsAgent --machine-name <arc-server-name> --resource-group <resource-group-name>
az connectedmachine upgrade-extension --extension-targets "{\"Microsoft.Azure.Monitor.AzureMonitorWindowsAgent\":{\"targetVersion\":\"<target-version-number>\"}}" --machine-name <arc-server-name> --resource-group <resource-group-name>
az connectedmachine upgrade-extension --extension-targets "{\"Microsoft.Azure.Monitor.AzureMonitorWindowsAgent\":{\"targetVersion\":\"<target-version-number>\"}}" --machine-name <arc-server-name> --resource-group <resource-group-name>
New-AzConnectedMachineExtension -Name AzureNetworkWatcherExtension -ExtensionType NetworkWatcherAgentWindows -Publisher Microsoft.Azure.NetworkWatcher -ResourceGroupName $rg -MachineName $vm -Location $location
New-AzConnectedMachineExtension -Name AzureNetworkWatcherExtension -ExtensionType NetworkWatcherAgentLinux -Publisher Microsoft.Azure.NetworkWatcher -ResourceGroupName $rg -MachineName $vm -Location $location
New-AzConnectedMachineExtension -Name AMAWindows -ExtensionType AzureMonitorWindowsAgent -Publisher Microsoft.Azure.Monitor -ResourceGroupName <resource-group-name> -MachineName <arc-server-name> -Location <arc-server-location>
New-AzConnectedMachineExtension -Name AMALinux -ExtensionType AzureMonitorLinuxAgent -Publisher Microsoft.Azure.Monitor -ResourceGroupName <resource-group-name> -MachineName <arc-server-name> -Location <arc-server-location>