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
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias primarily through its platform support table, which lists 'Windows' as a distinct platform but omits Linux desktop support entirely. There are no Linux-specific examples, tools, or mentions, and the only desktop OS referenced is Windows. Additionally, links to Microsoft Entra and Graph API reference PowerShell modules, further reinforcing a Windows-centric approach. The absence of Linux desktop parity in feature tables and lack of Linux tooling or examples suggests the documentation is tailored for Windows environments.
Recommendations
  • Add explicit Linux desktop support information to the platform and feature tables, clarifying which features are available on Linux.
  • Include Linux-specific examples and usage patterns, such as command-line or shell instructions, alongside or before Windows/Powershell examples.
  • Reference Linux tools and APIs where appropriate, such as dbus, ALSA/PulseAudio for device management, or provide guidance for integrating with Linux desktop environments.
  • Clarify any limitations or workarounds for Linux users, and provide troubleshooting steps or links to Linux-specific documentation.
  • Ensure parity in documentation structure, so Linux users are not left out of platform support or integration guidance.
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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 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 Clean Clean