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
Summary
The documentation provides configuration examples using Azure CLI, PowerShell, and ARM templates. PowerShell is given a dedicated section with detailed examples for both creating and updating Application Gateways, while no equivalent Linux shell or Bash examples are provided. The PowerShell method is presented before the ARM template method, and PowerShell is a Windows-centric tool. There is also a reference to the Azure SDK for .NET, another Windows-preferred technology, without mention of cross-platform SDKs. No explicit Linux/Bash or cross-platform scripting alternatives are shown.
Recommendations
  • Add Bash shell examples for configuring buffer settings using Azure CLI to demonstrate parity for Linux users.
  • Clarify that Azure CLI commands work on both Windows and Linux, and provide explicit Bash syntax where relevant.
  • Include examples using cross-platform SDKs (e.g., Python, Java) in addition to .NET.
  • Reorder example sections so that cross-platform methods (Azure CLI, ARM templates) are presented before Windows-specific tools like PowerShell.
  • Explicitly mention that PowerShell Core is available on Linux, if relevant, or provide guidance for Linux users on using PowerShell Core.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
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

Flagged Code Snippets

### PowerShell method

**New application gateway**