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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily focused on Windows and PowerShell, with all examples and instructions using Windows PowerShell and related cmdlets. There is an explicit note that the Microsoft Graph PowerShell module cmdlets must be run from Windows PowerShell, and no Linux/macOS alternatives or cross-platform guidance are provided. The use of Send-MailMessage and other Windows-centric tools further reinforces the bias.
Recommendations
  • Provide equivalent examples using PowerShell Core (pwsh) and clarify which features are available cross-platform.
  • Explicitly state platform limitations and offer workarounds or alternatives for Linux/macOS users.
  • Include bash/CLI or REST API examples for key tasks, where possible.
  • Document any Azure Automation features that work on Linux/macOS, or clarify if only Windows is supported.
  • Mention and link to cross-platform modules or tools if available.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets