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_first
missing_linux_example
Summary
The documentation page demonstrates Windows bias by exclusively referencing Windows-based jump boxes (Windows 10 or Windows Server) for access to Azure VMware Solution environments, without mentioning Linux alternatives. There are no examples or guidance for deploying or using Linux VMs as jump boxes, nor are Linux tools or patterns discussed for management or connectivity. The documentation also refers to Active Directory-integrated DNS and domain controllers, which are typically Windows-centric, and does not mention Linux-based DNS or identity solutions.
Recommendations
  • Include examples and guidance for deploying Linux-based jump boxes (e.g., Ubuntu, CentOS) in the shared services subnet, and describe how to access Azure VMware Solution environments from Linux VMs.
  • Mention Linux-compatible remote access tools (such as SSH, xrdp, or Remmina) alongside RDP for Windows.
  • Provide parity in DNS and identity recommendations by referencing Linux-based DNS servers (e.g., BIND) and identity solutions (e.g., Samba AD DC) where appropriate.
  • Clarify that both Windows and Linux VMs can be used for management and access tasks, and provide configuration steps for each.
  • Ensure that any screenshots or code snippets (if present) include both Windows and Linux examples.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-22 00:01 #88 completed Biased Biased
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased