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
missing_linux_example
windows_tools
windows_first
Summary
The documentation is heavily biased towards Windows, with all configuration steps and code samples using Azure PowerShell cmdlets, which are primarily Windows-centric. There are no examples or instructions for Linux users (e.g., using Azure CLI, Bash, or cross-platform tools). The installation instructions and workflow assume a Windows environment (e.g., referencing C:\ paths and PowerShell), and there is no mention of Linux equivalents or alternatives. The structure and flow of the documentation present Windows/PowerShell as the default and only supported method.
Recommendations
  • Add equivalent Azure CLI (az) commands for all configuration steps, ensuring Linux and macOS users can follow along.
  • Include instructions for installing and using Azure CLI on Linux and macOS, alongside PowerShell.
  • Replace or supplement Windows file paths (e.g., 'C:\NetworkConfig.xml') with Linux/macOS examples (e.g., '/home/user/NetworkConfig.xml').
  • Explicitly state cross-platform support and provide guidance for users on non-Windows systems.
  • Where PowerShell is required (e.g., for classic model), clarify if PowerShell Core (cross-platform) is supported, and provide installation steps for Linux/macOS if applicable.
  • Consider adding a section or callout for Linux-specific VPN device configuration and troubleshooting.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets