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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for listing images, referencing Windows-specific tools and commands, and listing Windows VM creation guides before Linux equivalents. There are no Linux command-line examples (e.g., Azure CLI or Bash) for obtaining image lists, and the guidance for Linux VM creation is less prominent and appears last.
Recommendations
  • Add Azure CLI and Bash examples for listing available VM images, ensuring Linux users have clear instructions.
  • Present both Windows and Linux VM creation guides with equal prominence and in parallel, rather than listing Windows first.
  • Reference cross-platform tools (such as Azure CLI) before or alongside PowerShell, highlighting their availability on Linux and macOS.
  • Explicitly mention Linux image options and provide examples for working with them, not just Windows images.
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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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets