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
windows_first
missing_linux_example
Summary
The documentation page is heavily biased toward Windows and PowerShell usage. All code examples and instructions use PowerShell, with explicit references to Windows PowerShell modules and cmdlets. There are no examples or guidance for Linux users, such as using Bash, Azure CLI, or cross-platform scripting. Windows tools and patterns (PSCredential, Get-Credential, PowerShell Gallery) are mentioned exclusively and before any Linux or cross-platform equivalents.
Recommendations
  • Add equivalent examples using Azure CLI and Bash for Linux/macOS users.
  • Mention cross-platform authentication methods, such as using service principals with Azure CLI.
  • Clarify which steps and modules are available on Linux and macOS, and provide links to relevant documentation.
  • Include a section comparing PowerShell and Azure CLI approaches for Azure Automation authentication.
  • Avoid using 'Windows PowerShell' terminology when referring to cross-platform PowerShell Core, or clarify the distinction.
  • Reference Microsoft Graph SDK usage in non-PowerShell environments, such as Python or REST API.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #237 in_progress Clean Clean
2026-02-11 00:00 #233 in_progress Clean Clean
2026-02-10 00:00 #229 completed Biased Biased
2026-01-25 00:00 #165 completed Biased Biased
2026-01-24 00:00 #161 completed Biased Biased
2026-01-23 00:00 #157 completed Biased Biased
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled 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

Workflow Workflowname
{ 
    Param 
    (    
        [Parameter(Mandatory=$true)][ValidateNotNullOrEmpty()] 
        [String] 
        $AzureSubscriptionId, 
        [Parameter(Mandatory=$true)][ValidateNotNullOrEmpty()] 
        [String] 
        $AzureVMList="All", 
        [Parameter(Mandatory=$true)][ValidateSet("Start","Stop")] 
        [String] 
        $Action 
    ) 
     
    # Ensures you do not inherit an AzContext in your runbook
    Disable-AzContextAutosave -Scope Process

    # Connect to Azure with system-assigned managed identity
    $AzureContext = (Connect-AzAccount -Identity).context

    # set and store context
    $AzureContext = Set-AzContext -SubscriptionName $AzureContext.Subscription -DefaultProfile $AzureContext 

    # get credential
    $credential = Get-AutomationPSCredential -Name "AzureCredential"

    # Connect to Azure with credential
    $AzureContext = (Connect-AzAccount -Credential $credential -TenantId $AzureContext.Subscription.TenantId).context 

    # set and store context
    $AzureContext = Set-AzContext -SubscriptionName $AzureContext.Subscription `
        -TenantId $AzureContext.Subscription.TenantId `
        -DefaultProfile $AzureContext
 
    if($AzureVMList -ne "All") 
    { 
        $AzureVMs = $AzureVMList.Split(",") 
        [System.Collections.ArrayList]$AzureVMsToHandle = $AzureVMs 
    } 
    else 
    { 
        $AzureVMs = (Get-AzVM -DefaultProfile $AzureContext).Name 
        [System.Collections.ArrayList]$AzureVMsToHandle = $AzureVMs 
    } 
 
    foreach($AzureVM in $AzureVMsToHandle) 
    { 
        if(!(Get-AzVM -DefaultProfile $AzureContext | ? {$_.Name -eq $AzureVM})) 
        { 
            throw " AzureVM : [$AzureVM] - Does not exist! - Check your inputs " 
        } 
    } 
 
    if($Action -eq "Stop") 
    { 
        Write-Output "Stopping VMs"; 
        foreach -parallel ($AzureVM in $AzureVMsToHandle) 
        { 
            Get-AzVM -DefaultProfile $AzureContext | ? {$_.Name -eq $AzureVM} | Stop-AzVM -DefaultProfile $AzureContext -Force 
        } 
    } 
    else 
    { 
        Write-Output "Starting VMs"; 
        foreach -parallel ($AzureVM in $AzureVMsToHandle) 
        { 
            Get-AzVM -DefaultProfile $AzureContext | ? {$_.Name -eq $AzureVM} | Start-AzVM -DefaultProfile $AzureContext
        } 
    } 
}