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 demonstrates a Windows bias by providing a 'Next steps' link specifically to a tutorial using Azure PowerShell, which is primarily a Windows-centric tool. There are no equivalent examples or links for Linux users (such as Azure CLI or ARM templates), and PowerShell is mentioned before any cross-platform alternatives, reinforcing a Windows-first approach.
Recommendations
  • Add parallel tutorials and links for Linux users, such as 'Create an autoscaling, zone redundant application gateway using Azure CLI' and/or ARM/Bicep templates.
  • In 'Next steps', present cross-platform options (Azure CLI, ARM templates) before or alongside PowerShell to avoid Windows-first ordering.
  • Explicitly mention that PowerShell is available cross-platform, but also provide native Linux-friendly instructions.
  • Audit the documentation for other sections where only Windows tools or patterns are referenced, and ensure Linux parity throughout.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean
2025-07-09 23:22 #6 cancelled Clean Clean