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
missing_linux_example
Summary
The documentation page exhibits a moderate Windows bias. PowerShell is referenced as the primary automation tool, with explicit links to PowerShell commands (e.g., New-Guid) and authentication instructions. Windows-centric tools (Visual Studio, PowerShell) are listed before cross-platform or Linux-native alternatives (curl, Insomnia, Bruno). There are no Linux shell or macOS Terminal command examples for generating GUIDs or authenticating, and no mention of Linux-specific patterns for REST API calls. This may create friction for Linux/macOS users, who must adapt Windows-centric instructions to their environments.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell commands (e.g., show how to generate a GUID with uuidgen or openssl).
  • Include bash/curl examples for REST API calls alongside PowerShell examples.
  • List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific tools (PowerShell, Visual Studio).
  • Add a section or note clarifying how Linux/macOS users can perform each step, especially authentication and GUID generation.
  • Reference Azure CLI as an alternative to PowerShell where applicable.
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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 Biased Biased