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
windows_tools
powershell_heavy
windows_first
Summary
The documentation shows moderate Windows bias. The VPN configuration section explicitly references PowerShell and links to a PowerShell-based guide, with no mention of Linux/macOS alternatives. BitLocker is referenced as the encryption technology, which is Windows-specific, and there are no instructions or notes for Linux/macOS users regarding certificate generation, VPN setup, or encryption. Windows tools and terminology are used without Linux parity or ordering consideration.
Recommendations
  • Provide Linux/macOS command-line alternatives for VPN configuration (e.g., using Azure CLI, OpenVPN, or strongSwan).
  • Add instructions or references for generating and managing certificates on Linux/macOS (e.g., using OpenSSL).
  • Clarify whether BitLocker encryption requires Windows or if device-side encryption is OS-agnostic; if Windows-only, suggest Linux-compatible alternatives or clarify limitations.
  • Ensure links to configuration guides include both Windows (PowerShell) and Linux/macOS (Azure CLI, Bash) options.
  • Where Windows tools are mentioned, add Linux/macOS equivalents or note cross-platform compatibility.
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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