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
missing_linux_example
Summary
The documentation page exhibits Windows bias primarily through its 'Next steps' section, which links only to a PowerShell-based tutorial for creating an autoscaling, zone-redundant Application Gateway. There are no equivalent examples or references for Linux users (e.g., Azure CLI or ARM templates), and PowerShell—a Windows-centric tool—is presented as the default or sole method for deployment tasks.
Recommendations
  • Add equivalent tutorials and examples using Azure CLI, which is cross-platform and widely used on Linux.
  • Include ARM/Bicep template deployment instructions for infrastructure-as-code parity.
  • Explicitly mention that PowerShell is just one of several supported tools, and provide links to Linux-friendly alternatives.
  • Review all code samples and ensure that both Windows and Linux usage scenarios are covered equally.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #237 in_progress Clean Clean
2026-02-11 00:00 #233 in_progress Clean Clean
2026-02-10 00:00 #229 completed Biased Biased
2026-01-25 00:00 #165 completed Biased Biased
2026-01-24 00:00 #161 completed Biased Biased
2026-01-23 00:00 #157 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Clean Clean
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean