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
missing_linux_example
Summary
The documentation exhibits a Windows bias by referencing PowerShell for VPN configuration without mentioning Linux or cross-platform alternatives. BitLocker is described as the encryption technology, which is Windows-specific, with no mention of Linux-compatible encryption solutions. There are no Linux command-line or tool examples, and the only scripting/configuration guidance is for Windows/PowerShell environments.
Recommendations
  • Include Linux-based instructions for VPN configuration, such as using Azure CLI or relevant Linux VPN tools.
  • Mention and provide examples for Linux-compatible encryption-at-rest solutions (e.g., dm-crypt/LUKS) if supported, or clarify if BitLocker is the only supported method.
  • Provide cross-platform certificate management instructions, including Linux command-line examples (e.g., using OpenSSL for certificate handling).
  • Ensure that any references to PowerShell or Windows tools are accompanied by equivalent Linux/macOS guidance, or explicitly state platform limitations.
  • Add a section or callout clarifying platform support and any OS-specific requirements for device management.
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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