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
Summary
The documentation provides critical configuration steps using Azure PowerShell commands, with no equivalent Azure CLI or REST API examples. PowerShell is a Windows-centric tool, and presenting only PowerShell commands creates friction for Linux/macOS users. Additionally, PowerShell instructions are given before mentioning that similar actions can be performed in the Azure portal, reinforcing a Windows-first approach.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line configuration steps, especially for enabling FastPath and PrivateLinkFastPath attributes.
  • Explicitly mention that all steps can be completed in the Azure portal and provide portal navigation instructions wherever possible.
  • Where device configuration examples are given, clarify that syntax may vary by vendor and OS, and provide links or references to Linux-based VPN device documentation if available.
  • Consider including REST API equivalents for advanced users on any platform.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
2026-01-15 00:00 #254 completed Biased Biased

Flagged Code Snippets