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 the section describing how to generate a GUID for the 'id' attribute. It explicitly mentions the PowerShell 'New-GUID' cmdlet as a method for GUID generation, linking to Windows-specific documentation, and does not provide equivalent Linux or cross-platform alternatives. The Windows/PowerShell method is mentioned before generic options (such as 'any development tool' or 'online generator'), reinforcing a Windows-first approach. No Linux shell or platform-neutral example is given for GUID generation.
Recommendations
  • Provide Linux and cross-platform examples for GUID generation, such as using 'uuidgen' in Bash or Python's 'uuid' module.
  • Mention platform-neutral methods before platform-specific ones, or present them together for parity.
  • Avoid linking only to Windows/PowerShell documentation; include references to Linux and macOS equivalents.
  • Review other tooling or process references to ensure Linux and macOS users are equally supported.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets