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_first
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for all commands, but PowerShell (a Windows-centric tool) is consistently listed first in every example. There are no Linux-specific shell examples (e.g., Bash), nor are there references to Linux-native tools or workflows. The structure and ordering may subtly reinforce Windows/PowerShell as the primary or preferred environment, which could be interpreted as a Windows-first bias.
Recommendations
  • Alternate the order of Azure CLI and PowerShell examples, or list Azure CLI first to reflect its cross-platform nature.
  • Explicitly mention that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is primarily a Windows tool (though available cross-platform).
  • Include example shell environments for Linux (e.g., Bash) when showing Azure CLI usage, to clarify usage in non-Windows contexts.
  • Add a short section or note for Linux users, highlighting any differences or additional steps they may encounter.
  • Consider including links or references to Linux-specific documentation or troubleshooting guides.
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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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets