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 Windows bias by providing PowerShell-specific instructions and examples (e.g., using the Update-MgDomain cmdlet from the Microsoft Graph PowerShell module) without offering equivalent command-line examples for Linux or macOS users. The documentation references Windows tools and patterns exclusively, with no mention of cross-platform alternatives such as Azure CLI, Bash scripts, or REST API usage from non-Windows environments. All step-by-step instructions and code snippets assume the use of the Azure Portal or PowerShell, both of which are more familiar to Windows users.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell commands, especially for updating password expiry settings.
  • Include REST API examples using curl or HTTPie for PATCH operations, demonstrating usage from Linux/macOS terminals.
  • Explicitly mention that the Microsoft Graph PowerShell module is available cross-platform, or provide installation instructions for Linux/macOS.
  • Where possible, structure instructions so that cross-platform tools (Azure CLI, REST API) are presented before or alongside Windows-specific tools.
  • Add a section or note clarifying that all operations can be performed from any OS, and link to relevant cross-platform tool documentation.
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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
2025-09-09 00:00 #106 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-08-13 00:00 #79 cancelled Clean Clean
2025-07-13 21:11 #45 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets