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
powershell_heavy
windows_tools
Summary
The documentation page exhibits mild Windows bias. In the 'ResourceGroupNotFound' error, both Azure CLI and PowerShell are mentioned, but PowerShell is listed second. However, PowerShell is referenced throughout, and links to Windows-specific troubleshooting (e.g., allocation failures) are provided alongside Linux equivalents. In the 'SubnetsNotInSameVnet' error, the Windows VM link is listed before the Linux VM link. There is a general tendency to mention Windows tools (PowerShell) and Windows-specific documentation, sometimes before or alongside Linux equivalents, but not always with equal prominence or detail.
Recommendations
  • Ensure Linux examples (e.g., Azure CLI) are always presented with equal prominence and detail as Windows/PowerShell examples.
  • When listing platform-specific troubleshooting links (e.g., VM allocation issues), alternate or randomize the order, or present both platforms together without prioritizing Windows.
  • Where PowerShell is mentioned, always include the equivalent Azure CLI (Linux-friendly) command and documentation.
  • Audit all referenced links and ensure Linux documentation is as comprehensive and accessible as Windows documentation.
  • Consider adding explicit notes or sections for Linux users where platform differences may affect troubleshooting 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
2026-01-12 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 Biased Biased