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
Summary
The documentation covers both Linux and Windows VM images, but there is a mild Windows bias in several areas. PowerShell examples are provided alongside Azure CLI, but PowerShell is mentioned first or more prominently in some sections. References to Windows tools (e.g., Sysprep) are given equal footing to Linux tools (waagent), but links to Windows-specific pages (e.g., upload VHD for Windows) are sometimes listed before Linux equivalents. In the FAQ, PowerShell is mentioned before CLI for cross-tenant sharing. Overall, Linux users can complete all tasks, but Windows tools and patterns are sometimes prioritized.
Recommendations
  • Ensure that CLI and PowerShell examples are presented in parallel, with equal prominence and ordering.
  • When referencing upload or creation guides, list Linux and Windows links together, or alternate their order to avoid Windows-first bias.
  • Where possible, provide Bash or shell script examples alongside PowerShell for automation.
  • In cross-tenant sharing sections, mention CLI and PowerShell equally, or provide a combined example for both platforms.
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Scan History

Date Scan Status Result
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

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