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
windows_tools
Summary
The tutorial demonstrates a Windows bias by exclusively deploying Windows Server VMs, providing only Windows-based remote desktop and browser testing instructions, and referencing Windows tools (Internet Explorer, RDP) without mentioning Linux alternatives. There are no examples or guidance for deploying or testing with Linux VMs, nor instructions for using SSH or Linux-native tools.
Recommendations
  • Include parallel instructions for deploying Linux VMs (e.g., Ubuntu) alongside Windows Server.
  • Provide examples for connecting to Linux VMs using SSH, and for testing firewall rules with Linux-native tools (e.g., curl, wget, Firefox).
  • Mention Linux equivalents for remote desktop access (e.g., xrdp, Remmina, or SSH with X11 forwarding), and provide steps for testing application/network rules from a Linux VM.
  • Clarify that the firewall rules and architecture apply to both Windows and Linux workloads.
  • Add screenshots or CLI examples for Linux users where appropriate.
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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