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 page demonstrates a strong Windows bias by exclusively using PowerShell cmdlets (e.g., Connect-AzAccount, Get-AzVM, Connect-AzureRMAccount) and PowerShell scripting for troubleshooting and examples. There are no examples or guidance for Linux-based automation, Bash, Azure CLI, or cross-platform scripting. The troubleshooting steps and error messages are all tailored to Windows-centric tools and workflows, potentially excluding Linux users or those using non-PowerShell environments.
Recommendations
  • Add equivalent troubleshooting steps and examples using Azure CLI (az) commands and Bash scripts, especially for authentication and role assignment scenarios.
  • Include sample error messages and resolutions that might be encountered when running runbooks on Linux Hybrid Runbook Workers.
  • Explicitly mention that the guidance applies to both Windows and Linux automation environments, or clarify any platform-specific limitations.
  • Provide links to cross-platform documentation or best practices for using managed identities in Linux-based automation.
  • Ensure that all code samples are available in both PowerShell and Bash/Azure CLI where possible.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean
2025-07-09 23:22 #6 cancelled Clean Clean

Flagged Code Snippets

get-azvm : 'this.Client.SubscriptionId' cannot be null. At line:5 char:1 + get-azvm + ~~~~~~~~ + CategoryInfo : CloseError: (:) [Get-AzVM], ValidationException + FullyQualifiedErrorId : Microsoft.Azure.Commands.Compute.GetAzureVMCommand
Connect-AzureRMAccount : An error occurred while sending the request. At line:2 char:1 + Connect-AzureRMAccount -Identity + 
CategoryInfo : CloseError: (:) [Connect-AzureRmAccount], HttpRequestException + FullyQualifiedErrorId : Microsoft.Azure.Commands.Profile.ConnectAzureRmAccountCommand
$resource= "?resource=https://management.azure.com/"
$url = $env:IDENTITY_ENDPOINT + $resource
$Headers = New-Object "System.Collections.Generic.Dictionary[[String],[String]]"
$Headers.Add("X-IDENTITY-HEADER", $env:IDENTITY_HEADER)
$Headers.Add("Metadata", "True")

try
{
    $Response = Invoke-RestMethod -Uri $url -Method 'GET' -Headers $Headers
}
catch
{
    $StatusCode = $_.Exception.Response.StatusCode.value__
    $stream = $_.Exception.Response.GetResponseStream()
    $reader = New-Object System.IO.StreamReader($stream)
    $responseBody = $reader.ReadToEnd()
    
    Write-Output "Request Failed with Status: $StatusCode, Message: $responseBody"
}