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 Windows-centric tools and patterns before their cross-platform or Linux equivalents. For example, testing recommendations mention 'VS Web Test' and Visual Studio Code (which, while cross-platform, is strongly associated with Windows development). There are no explicit Linux-specific examples, nor are Linux-native tools (such as Bash scripts or Linux-based CI/CD pipelines) mentioned. No PowerShell-specific instructions or Windows-only tools are referenced, but the absence of Linux examples and the order of tool presentation suggest a subtle preference for Windows environments.
Recommendations
  • Include Linux-specific examples and tools (e.g., Bash scripts, Linux-native CI/CD pipelines like Jenkins or GitLab CI) alongside or before Windows ones.
  • When mentioning Visual Studio Code, clarify its cross-platform nature and provide installation instructions for Linux.
  • Expand testing tool recommendations to include Linux-friendly options (e.g., pytest, Robot Framework) and avoid listing only Windows-associated tools.
  • Add explicit examples of automating Azure AD B2C tasks using Linux shell scripts or command-line utilities.
  • Ensure that all instructions and best practices are platform-neutral or provide parallel guidance for both Windows and Linux users.
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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 Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-08-13 00:00 #79 cancelled Clean Clean
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-13 20:32 #43 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean