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
missing_linux_example
windows_tools
windows_first
Summary
The documentation exclusively demonstrates authentication using the .NET library and the C# AccountManagement sample, both of which are Windows-centric. There are no Linux or cross-platform code examples, nor is there mention of Linux-specific tools or workflows. The Azure portal instructions and terminology (e.g., 'Windows Azure Service Management API') further reinforce a Windows-first perspective.
Recommendations
  • Provide equivalent code samples in cross-platform languages (e.g., Python, Java) using their respective Azure SDKs.
  • Include instructions or references for registering and authenticating applications using CLI tools available on Linux, such as Azure CLI or PowerShell Core (cross-platform).
  • Mention and demonstrate how to run the sample or equivalent workflows on Linux or macOS environments.
  • Avoid using 'Windows' in API names or instructions unless strictly necessary, and clarify when something is cross-platform.
  • Add a section or links for Linux users, covering authentication and application registration steps relevant to their environment.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets