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
Summary
The documentation provides examples for multiple languages, including PowerShell, which is primarily a Windows-centric shell. However, there is no evidence of Windows bias in terms of exclusive use of Windows tools, Windows-first ordering, or missing Linux examples. All examples are provided for C#, JavaScript, Python, Java, and PowerShell, and the content is cross-platform in nature. There are no references to Windows-only tools, nor is PowerShell given priority over other languages. However, the inclusion of PowerShell examples may be interpreted as a mild bias towards Windows environments, since PowerShell is most commonly used on Windows, though it is available on Linux and macOS as well.
Recommendations
  • Clarify that PowerShell examples are cross-platform and can be run on Linux/macOS with PowerShell Core.
  • Consider adding Bash or other Linux-native shell examples if relevant for scripting scenarios.
  • Explicitly mention platform compatibility for all code samples, especially for PowerShell, to reinforce Linux parity.
  • Ensure that any references to file paths, certificates, or environment variables use platform-neutral syntax or provide both Windows and Linux/macOS variants.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased