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
missing_linux_example
windows_first
Summary
The documentation page provides REST API examples exclusively in PowerShell, a Windows-centric scripting language, and omits equivalent Linux/macOS shell (e.g., Bash, curl) examples. The prominence of PowerShell and Windows tools creates friction for Linux/macOS users, who must adapt or rewrite examples. The REST API section is notably Windows-biased, and PowerShell is presented as a primary automation tool throughout.
Recommendations
  • Add REST API examples using Bash and curl to demonstrate cross-platform usage.
  • Include notes or code samples for Linux/macOS users, especially in sections currently using PowerShell.
  • Balance the order of examples so that Windows and Linux/macOS approaches are presented equally.
  • Explicitly mention cross-platform alternatives where Windows tools are referenced.
GitHub Create Pull Request

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
2025-08-17 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