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 Windows/.NET-first bias. The only detailed sample provided is a .NET console application, with C# code highlighted and step-by-step instructions tailored to Visual Studio-style workflows. There are no explicit Linux or cross-platform instructions, nor are there terminal/CLI-based examples for Linux users. While Java and JavaScript samples are linked, the walkthrough and code focus exclusively on .NET, which is most commonly associated with Windows environments.
Recommendations
  • Add explicit Linux instructions for running the sample applications, including any prerequisites or environment setup (e.g., .NET Core on Linux, Java, Node.js).
  • Provide equivalent code walkthroughs for the Java and JavaScript samples, not just .NET/C#.
  • Include command-line examples using Azure CLI for authentication and role assignment, with sample commands runnable on Linux/macOS terminals.
  • Clarify that the .NET samples can be run cross-platform (if true), and provide instructions for doing so on Linux/macOS.
  • Balance the highlighted code and instructions so that Linux and non-Windows users are equally supported.
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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