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 Windows bias by providing PowerShell examples and mentioning the .NET management client library, both of which are Windows-centric tools. The inclusion of PowerShell as a dedicated pivot and the early mention of .NET (commonly associated with Windows development) reinforce this bias. Although Azure CLI is included (which is cross-platform), there is no explicit mention or example of Linux-specific tools, shell commands, or workflows. The ordering and emphasis on Windows tools and patterns suggest a preference for Windows environments.
Recommendations
  • Add explicit Linux shell (bash) examples or workflows where appropriate.
  • Clarify that Azure CLI commands work identically on Linux, macOS, and Windows.
  • Include references to Linux-native tools or scripts for resource management.
  • Balance the order of pivots/examples so that Windows and Linux options are presented equally.
  • Mention cross-platform compatibility in introductory sections to avoid implicit Windows preference.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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