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 lists PowerShell and .NET examples prominently alongside SSH and Curl, with PowerShell specifically called out as a main method. This suggests a bias towards Windows tools and workflows, as PowerShell and .NET are primarily Windows-centric. The ordering also places Windows tools before Linux equivalents, and there is no explicit mention of Bash or Linux shell examples.
Recommendations
  • Add explicit Bash or Linux shell examples and links, ensuring parity with PowerShell.
  • Reorder the selector to alternate or randomize platform-specific tools, or group by platform to avoid implicit prioritization.
  • Include a note clarifying cross-platform support and equivalence between Windows and Linux workflows.
  • Ensure that Linux-native tools (e.g., Bash, native SSH) are given equal prominence and detail as Windows tools.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean