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 page demonstrates mild Windows bias by listing .NET (a Windows-centric technology) package instructions first and in greater detail, followed by .NET isolated, before mentioning other platforms. PowerShell, a Windows-native shell, is included as a first-party SDK and receives a dedicated note and migration guide reference, while Linux-native shells (e.g., Bash) are not mentioned. There are no explicit Linux examples, tools, or patterns referenced, and the documentation focuses on Windows-oriented workflows (e.g., referencing .csproj files and NuGet packages) before mentioning cross-platform alternatives.
Recommendations
  • Add explicit Linux usage examples, such as instructions for installing SDKs/packages using Linux-native tools (e.g., pip for Python, npm for Node.js, Maven for Java) and referencing common Linux file paths.
  • Include parity for Linux shell environments (e.g., Bash) in examples and migration notes, especially where PowerShell is highlighted.
  • Reorder sections or provide a summary table at the top that treats all platforms equally, rather than leading with .NET/Windows-centric instructions.
  • Mention cross-platform compatibility and any platform-specific caveats for SDKs and storage providers.
  • Clarify that .NET and PowerShell are cross-platform, but originated as Windows technologies, to help Linux users contextualize the instructions.
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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 Clean Clean