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
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively providing examples and instructions for the .NET library and C# sample code, which are traditionally Windows-centric. The registration and configuration steps are described using the Azure portal UI, which is most commonly accessed from Windows environments. There are no Linux-specific instructions, examples, or references to cross-platform alternatives (such as Python, Java, or CLI usage on Linux). The documentation also refers to the 'Windows Azure Service Management API' and does not mention Linux tools or shell commands.
Recommendations
  • Include equivalent examples for Linux environments, such as using Azure CLI or PowerShell Core on Linux.
  • Provide sample code in cross-platform languages (e.g., Python, Java) alongside .NET/C#.
  • Explicitly mention that the Azure portal and MSAL libraries are accessible from Linux and macOS, and provide any necessary platform-specific notes.
  • Add instructions for registering applications and acquiring tokens using command-line tools (Azure CLI, Bash scripts) that work on Linux.
  • Reference Linux-compatible authentication flows and tools where appropriate.
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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