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
windows_tools
Summary
The documentation covers both Windows and Linux VM images, but there are several signs of Windows bias. PowerShell examples are consistently provided alongside Azure CLI, sometimes referenced first. Windows-specific tools (Sysprep) are mentioned before Linux equivalents (waagent). Some links and examples reference Windows paths or documentation before Linux. However, Linux is explicitly supported and mentioned throughout, and most tasks can be completed by Linux users.
Recommendations
  • Ensure CLI and PowerShell examples are presented in parallel, with equal prominence and ordering.
  • When referencing tools for generalizing VMs, mention Linux (waagent) and Windows (Sysprep) in the same sentence or with equal visibility.
  • Provide links to Linux documentation alongside Windows documentation, not after or as a secondary reference.
  • Review FAQ and scenario sections to ensure Linux-specific workflows and links are equally represented.
  • Where possible, add Bash or Linux shell examples in addition to PowerShell, especially for scripting tasks.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets