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
missing_linux_example
Summary
The documentation demonstrates a Windows bias by consistently using 'Windows' as the example OS type in all CLI and REST API samples, providing PowerShell examples for every operation, and omitting explicit Linux-specific examples or references. There are no Linux shell or distribution-specific instructions, and the CLI examples do not clarify Linux usage or differences. The documentation also mentions PowerShell-specific syntax notes, reinforcing a Windows-centric approach.
Recommendations
  • Include Linux-specific examples, such as using 'osType: Linux' in REST and CLI samples.
  • Add sample CLI commands explicitly run on Linux shells (bash, zsh) and clarify any differences in syntax or environment variables.
  • Provide guidance for common Linux distributions (Ubuntu, CentOS, etc.) where relevant, especially for prerequisites and environment setup.
  • Balance PowerShell examples with bash or other Linux shell equivalents, and avoid PowerShell-specific notes unless also providing Linux shell notes.
  • Ensure documentation does not default to Windows terminology or tools when cross-platform alternatives exist.
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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

Flagged Code Snippets