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
missing_linux_example
windows_tools
Summary
The documentation provides detailed PowerShell examples for obtaining authentication tokens using the MSAL.PS module, but does not offer equivalent examples for Linux-native tools or scripting environments (such as Bash with curl, Python, or other cross-platform methods). The focus on PowerShell and the absence of Linux/Unix command-line examples indicate a Windows-centric bias. Additionally, the use of Azure CLI is shown, but only for a basic login/token retrieval, while advanced scenarios are only covered with PowerShell.
Recommendations
  • Add equivalent Linux/Bash examples for obtaining OAuth tokens, such as using curl with the Microsoft identity platform endpoints.
  • Provide Python or other cross-platform scripting examples for authentication, especially for REST API calls.
  • When presenting PowerShell examples, also include Bash or shell script equivalents side-by-side.
  • Mention and demonstrate the use of cross-platform tools (e.g., Azure CLI, curl, Python requests) before or alongside Windows-specific tools like PowerShell.
  • Clarify in the documentation that all examples are cross-platform where possible, and explicitly note any platform-specific steps.
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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
2026-01-11 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
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

  $clientId = '<app_id>'
  $tenantId = '<tenant_id>'
  $authority = "https://login.microsoftonline.com/$tenantId/v2.0"
  $Scope = 'https://api.adu.microsoft.com/user_impersonation'
  
  Get-MsalToken -ClientId $clientId -TenantId $tenantId -Authority $authority -Scopes $Scope
  
  $clientId = '<app_id>’
  $tenantId = '<tenant_id>’
  $authority = "https://login.microsoftonline.com/$tenantId/v2.0"
  $Scope = 'https://api.adu.microsoft.com/user_impersonation'
  
  Get-MsalToken -ClientId $clientId -TenantId $tenantId -Authority $authority -Scopes $Scope -Interactive -DeviceCode
  
  $clientId = '<app_id>’
  $tenantId = '<tenant_id>’
  $cert = '<client_certificate>'
  $authority = "https://login.microsoftonline.com/$tenantId/v2.0"
  $Scope = 'https://api.adu.microsoft.com/.default'
  
  Get-MsalToken -ClientId $clientId -TenantId $tenantId -Authority $authority -Scopes $Scope -ClientCertificate $cert