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 BitLocker (a Windows-specific encryption technology) as the default for encryption-at-rest, and by directing users to configure VPN via PowerShell (a Windows-centric tool) without mentioning or providing Linux alternatives. There are no examples or instructions for Linux-based certificate management, VPN configuration, or encryption, and Windows tools/patterns are mentioned exclusively and first.
Recommendations
  • Provide equivalent instructions for Linux users, such as using OpenSSL for certificate management, and Linux-native VPN configuration tools (e.g., strongSwan, OpenVPN).
  • Mention and document Linux-compatible encryption solutions (such as LUKS/dm-crypt) alongside BitLocker.
  • Include PowerShell alternatives for Linux, such as Azure CLI or Bash scripts, for VPN configuration.
  • Add explicit examples and screenshots for Linux workflows where possible.
  • Clearly state OS requirements and parity at the beginning of the documentation, and link to platform-specific guides.
GitHub Create Pull Request

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