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 demonstrates Windows bias by referencing BitLocker (a Windows-specific encryption tool) as the only example for encryption-at-rest, and by directing users to configure VPN via PowerShell (a Windows-centric tool) without mentioning or providing equivalent Linux instructions or alternatives. There are no Linux command-line or tool examples, and Windows tools/patterns are presented as the default or only option.
Recommendations
  • Provide Linux equivalents for all steps involving PowerShell, such as Azure CLI or bash scripts for VPN configuration.
  • Mention and document Linux-compatible encryption solutions (e.g., LUKS, dm-crypt) for encryption-at-rest, or clarify if BitLocker is mandatory due to hardware constraints.
  • Add explicit Linux workflow examples for certificate management and VPN setup, including screenshots or terminal commands.
  • Ensure references to Windows tools are paired with Linux alternatives, and avoid presenting Windows-first unless there is a technical requirement.
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