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
Summary
The documentation presents Azure PowerShell (commonly used on Windows) examples before Azure CLI examples, and the PowerShell section is more detailed, with step-by-step commands and explanations. This ordering and depth may signal a bias toward Windows users and workflows, even though Azure CLI is cross-platform and preferred by many Linux users.
Recommendations
  • Present Azure CLI examples before PowerShell, or alternate the order in different sections to avoid implicit prioritization.
  • Ensure both Azure CLI and PowerShell examples are equally detailed, with step-by-step breakdowns and explanations.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux, macOS, and Windows users.
  • Add a short section or note for Linux users, highlighting any platform-specific considerations (such as shell quoting differences).
  • Review included files ([!INCLUDE ...]) to ensure they do not contain Windows-specific instructions or terminology.
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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 Clean Clean

Flagged Code Snippets