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
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides detailed examples for Azure PowerShell, which is primarily a Windows tool, and includes it as a main method for enabling duplicate message detection. PowerShell examples are presented with equal prominence to Azure CLI, but there is no mention of Linux-native alternatives for scripting or automation (such as Bash or shell scripts). The use of PowerShell and its cmdlets may implicitly favor Windows users. There is no explicit guidance for Linux users on how to perform these tasks outside of the CLI, and PowerShell is listed before ARM templates, which are platform-neutral.
Recommendations
  • Add explicit Bash or shell script examples for Linux users alongside PowerShell examples.
  • Clarify that Azure CLI is cross-platform and can be used on both Windows and Linux, and consider listing CLI before PowerShell.
  • Mention that PowerShell Core is available on Linux, or provide links/guidance for Linux users who wish to use PowerShell.
  • Ensure that all automation examples (especially scripting) have Linux-native equivalents or clear cross-platform instructions.
  • Review ordering of sections so that platform-neutral or cross-platform tools (CLI, ARM templates) are presented before platform-specific tools (PowerShell).
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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 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

Flagged Code Snippets