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 primarily focuses on .NET and C# examples, which are most commonly associated with Windows development environments. The main sample provided is a .NET console application, and the instructions and highlighted code are exclusively in C#. There are no explicit Linux or cross-platform command-line instructions, nor are there examples for running the sample on Linux or with non-Windows tools. While there are links to Java and JavaScript samples, the walkthrough and code focus solely on .NET, potentially making it less accessible to Linux-first or cross-platform developers.
Recommendations
  • Include explicit instructions for running the sample applications on Linux (e.g., using .NET Core/SDK on Linux, or Java/Node.js samples).
  • Provide code walkthroughs or highlighted code for at least one non-.NET sample (e.g., Java or JavaScript), demonstrating parity in authentication flows.
  • Add command-line instructions using Azure CLI for all relevant steps (e.g., app registration, role assignment), and clarify that these commands work cross-platform.
  • Mention that the .NET sample can be run on Linux using .NET Core/SDK, and provide any necessary prerequisites or troubleshooting tips for Linux users.
  • Balance the documentation by alternating or paralleling Windows and Linux tool references, rather than focusing on Windows-first patterns.
GitHub Create Pull Request

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