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
missing_linux_example
dotnet_heavy
Summary
The documentation page demonstrates a bias towards Windows environments by primarily featuring .NET (C#) code samples and console applications, which are most commonly run on Windows. The instructions for running sample applications reference .NET and do not provide explicit guidance or examples for Linux environments or cross-platform usage. There is no mention of Linux-specific tools, patterns, or troubleshooting, and the highlighted code is exclusively in C#. While Java and JavaScript samples are linked, the walkthrough and code focus on .NET, which is traditionally Windows-centric.
Recommendations
  • Add explicit instructions and examples for running the sample applications on Linux, including any required dependencies or environment setup.
  • Provide highlighted code samples in Java and JavaScript, not just .NET, to demonstrate cross-platform usage.
  • Include troubleshooting or notes for common Linux scenarios, such as authentication issues or environment variables.
  • Clarify that .NET Core/.NET 6+ is cross-platform and provide steps for running .NET samples on Linux/macOS.
  • Balance the documentation by alternating or paralleling Windows and Linux instructions, especially for steps involving the Azure portal, CLI, or application registration.
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Scan History

Date Scan Status Result
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets