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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page exhibits Windows bias primarily in its tooling recommendations and ordering. In the 'TIP' section, Windows-centric tools such as Visual Studio and PowerShell's Invoke-RestMethod are mentioned for API testing, with no mention of Linux-native equivalents (e.g., curl, wget, httpie). Windows tools are listed first and exclusively, suggesting a preference for Windows environments. No Linux-specific examples or tools are provided anywhere in the documentation.
Recommendations
  • Include Linux-native tools (e.g., curl, wget, httpie) alongside or before Windows tools when suggesting methods for testing REST APIs.
  • Provide example commands for both Windows (PowerShell) and Linux (bash/curl) environments where relevant.
  • Avoid listing Windows tools first or exclusively in general recommendations; strive for parity by mentioning cross-platform or Linux tools.
  • Add a note clarifying that all configuration and API testing steps can be performed on Linux, macOS, or Windows, and provide links to relevant documentation for each platform.
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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
2025-09-08 00:00 #105 completed 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