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 page demonstrates Windows bias by referencing PowerShell as the method for VPN configuration, mentioning BitLocker (a Windows-specific encryption technology), and omitting Linux equivalents or examples. There are no instructions or examples for Linux-based certificate management, VPN setup, or encryption, and Windows tools/patterns are mentioned exclusively and first.
Recommendations
  • Provide Linux-based instructions for certificate management, such as using OpenSSL or Linux CLI tools.
  • Include VPN configuration steps using Linux tools (e.g., strongSwan, OpenVPN) and CLI commands.
  • Mention Linux-compatible encryption solutions (such as LUKS/dm-crypt) alongside BitLocker.
  • Where PowerShell is referenced, offer equivalent Bash or shell script examples for Linux users.
  • Clarify platform requirements and offer parity in guidance for both Windows and Linux environments.
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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