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_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing PowerShell for automation examples, referencing Windows-centric tools (PowerShell, Visual Studio), and providing explicit PowerShell commands (e.g., New-Guid) without equivalent Linux or cross-platform alternatives. Linux-native tools and workflows (such as Bash, shell commands, or Linux-based GUID generation) are not mentioned or exemplified, and Windows tools are listed before cross-platform or Linux tools.
Recommendations
  • Provide Linux and macOS equivalents for all PowerShell commands, such as showing how to generate a GUID using 'uuidgen' in Bash.
  • Include CLI examples using Azure CLI (az), which is cross-platform, alongside or instead of PowerShell.
  • List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific tools (PowerShell, Visual Studio) when suggesting API query methods.
  • Add explicit Linux/macOS shell examples for REST API calls and authentication steps.
  • Clarify that all steps can be performed on Linux/macOS, and highlight any platform-specific differences.
  • Where screenshots show Windows UI, consider adding notes or screenshots for Linux/macOS environments if relevant.
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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