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 page demonstrates a bias toward Windows by providing only PowerShell examples for command-line operations (such as disabling certificate chain validation), without offering equivalent instructions for Linux or cross-platform tools like Azure CLI. The use of PowerShell cmdlets and the absence of bash or Azure CLI examples may disadvantage Linux users or those working in non-Windows environments.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell cmdlets, especially for tasks like disabling certificate chain validation.
  • Include bash shell examples where appropriate, particularly for uploading certificates or managing API Management resources.
  • Explicitly mention that PowerShell examples can be run on Linux/macOS using PowerShell Core, or provide alternative commands for native Linux environments.
  • Review the documentation for other areas where Windows-centric tools or workflows are assumed, and ensure Linux parity throughout.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

$context = New-AzApiManagementContext -ResourceGroupName 'ContosoResourceGroup' -ServiceName 'ContosoAPIMService'
New-AzApiManagementBackend -Context  $context -Url 'https://contoso.com/myapi' -Protocol http -SkipCertificateChainValidation $true