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
Summary
The documentation page demonstrates a mild Windows bias by referencing the Azure portal and .NET samples first, and by not providing explicit Linux or cross-platform command-line examples for authentication or role assignment. While it does mention Azure CLI in the related content, the main instructions and code samples focus on .NET (a Windows-centric technology) and the Azure portal, with no explicit Linux shell or cross-platform scripting examples. There are no PowerShell-heavy sections, but the absence of Linux-specific or cross-platform examples is notable.
Recommendations
  • Include explicit Linux and cross-platform command-line examples (e.g., using Azure CLI in Bash) for key tasks such as application registration, role assignment, and token acquisition.
  • Balance .NET code samples with equivalent samples in Python or JavaScript, which are widely used on Linux.
  • When referencing the Azure portal, also provide CLI alternatives for users who prefer or require non-GUI workflows.
  • Ensure that sample links and walkthroughs include Linux-friendly instructions and note any OS-specific requirements or differences.
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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
2026-01-11 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
2025-08-29 00:01 #95 completed Clean Clean
2025-07-29 00:01 #64 completed 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