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
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a strong Windows and PowerShell bias. Most examples, scripts, and workflows are presented using PowerShell and Windows-specific tooling (e.g., WMF 5, PowerShell DSC cmdlets), with Linux instructions often appearing later, being less detailed, or requiring Windows tools to manage Linux nodes. Some Linux-specific steps are present, but they are less comprehensive, and Linux users are frequently directed to use Windows/PowerShell environments for configuration generation and management.
Recommendations:
  • Provide Linux-first and cross-platform examples alongside Windows/PowerShell examples, especially in sections on generating and applying DSC metaconfigurations.
  • Include native Linux command-line examples (e.g., Bash, Python) for all major workflows, such as onboarding, configuration, and status checking.
  • Document how to generate and apply DSC metaconfigurations entirely from a Linux environment, without requiring access to Windows or PowerShell.
  • List Linux and Windows instructions in parallel, or clearly separate them, rather than always presenting Windows/PowerShell first.
  • Expand Linux troubleshooting and operational guidance to match the depth provided for Windows.
  • Where PowerShell is required for Linux, clarify if PowerShell Core on Linux is supported, and provide examples accordingly.
  • Avoid assuming the user has access to a Windows machine for managing Linux nodes; provide alternatives where possible.
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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
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

Set-DscLocalConfigurationManager -Path $env:UserProfile\Desktop\DscMetaConfigs
$SecurePass = ConvertTo-SecureString -String '<root password>' -AsPlainText -Force $Cred = New-Object System.Management.Automation.PSCredential 'root', $SecurePass $Opt = New-CimSessionOption -UseSsl -SkipCACheck -SkipCNCheck -SkipRevocationCheck # need a CimSession for each Linux machine to onboard $Session = New-CimSession -Credential $Cred -ComputerName <your Linux machine> -Port 5986 -Authentication basic -SessionOption $Opt Set-DscLocalConfigurationManager -CimSession $Session -Path C:\Users\joe\Desktop\DscMetaConfigs
# The DSC configuration that will generate metaconfigurations [DscLocalConfigurationManager()] Configuration DscMetaConfigs { param ( [Parameter(Mandatory=$True)] [String]$RegistrationUrl, [Parameter(Mandatory=$True)] [String]$RegistrationKey, [Parameter(Mandatory=$True)] [String[]]$ComputerName, [Int]$RefreshFrequencyMins = 30, [Int]$ConfigurationModeFrequencyMins = 15, [String]$ConfigurationMode = 'ApplyAndMonitor', [String]$NodeConfigurationName, [Boolean]$RebootNodeIfNeeded= $False, [String]$ActionAfterReboot = 'ContinueConfiguration', [Boolean]$AllowModuleOverwrite = $False, [Boolean]$ReportOnly ) if(!$NodeConfigurationName -or $NodeConfigurationName -eq '') { $ConfigurationNames = $null } else { $ConfigurationNames = @($NodeConfigurationName) } if($ReportOnly) { $RefreshMode = 'PUSH' } else { $RefreshMode = 'PULL' } Node $ComputerName { Settings { RefreshFrequencyMins = $RefreshFrequencyMins RefreshMode = $RefreshMode ConfigurationMode = $ConfigurationMode AllowModuleOverwrite = $AllowModuleOverwrite RebootNodeIfNeeded = $RebootNodeIfNeeded ActionAfterReboot = $ActionAfterReboot ConfigurationModeFrequencyMins = $ConfigurationModeFrequencyMins } if(!$ReportOnly) { ConfigurationRepositoryWeb AzureAutomationStateConfiguration { ServerUrl = $RegistrationUrl RegistrationKey = $RegistrationKey ConfigurationNames = $ConfigurationNames } ResourceRepositoryWeb AzureAutomationStateConfiguration { ServerUrl = $RegistrationUrl RegistrationKey = $RegistrationKey } } ReportServerWeb AzureAutomationStateConfiguration { ServerUrl = $RegistrationUrl RegistrationKey = $RegistrationKey } } } # Create the metaconfigurations # NOTE: DSC Node Configuration names are case sensitive in the portal. # TODO: edit the below as needed for your use case $Params = @{ RegistrationUrl = '<fill me in>'; RegistrationKey = '<fill me in>'; ComputerName = @('<some VM to onboard>', '<some other VM to onboard>'); NodeConfigurationName = 'SimpleConfig.webserver'; RefreshFrequencyMins = 30; ConfigurationModeFrequencyMins = 15; RebootNodeIfNeeded = $False; AllowModuleOverwrite = $False; ConfigurationMode = 'ApplyAndMonitor'; ActionAfterReboot = 'ContinueConfiguration'; ReportOnly = $False; # Set to $True to have machines only report to AA DSC but not pull from it } # Use PowerShell splatting to pass parameters to the DSC configuration being invoked # For more info about splatting, run: Get-Help -Name about_Splatting DscMetaConfigs @Params
Set-DscLocalConfigurationManager -Path ./DscMetaConfigs