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
missing_linux_example
Summary
The documentation demonstrates a Windows bias by consistently presenting Windows instructions and tooling (such as PowerShell and Windows Admin Center) before Linux equivalents, providing more detailed steps for Windows, and emphasizing Windows-specific tools. Linux instructions are present but less detailed and lack parity in tooling examples (e.g., no Bash/CLI automation equivalent to PowerShell or Windows Admin Center).
Recommendations
  • Alternate the order of Windows and Linux instructions, or present them side-by-side to avoid always listing Windows first.
  • Provide Linux-specific automation examples, such as using Bash scripts or Azure CLI, in parity with PowerShell examples.
  • Include references to Linux-native management tools or workflows where Windows Admin Center is mentioned for Windows.
  • Ensure that all steps and details provided for Windows are also present for Linux, including troubleshooting and verification steps.
  • Where PowerShell cmdlets are highlighted, also mention equivalent Azure CLI or Bash commands for Linux environments.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets