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 tutorial demonstrates a Windows bias by exclusively using a Windows Server VM for the workload, referencing Remote Desktop (RDP) and Microsoft Edge for testing, and omitting any mention of Linux VM deployment, SSH access, or Linux-based testing. All examples and instructions assume a Windows environment, with no Linux alternatives provided.
Recommendations
  • Add instructions for deploying a Linux VM (e.g., Ubuntu) in the workload subnet alongside or instead of Windows Server.
  • Include Linux-specific testing steps, such as using SSH to connect to the VM and using curl or wget to test outbound access.
  • Provide guidance for configuring DNS on Linux network interfaces.
  • Mention Linux equivalents for remote access (SSH) and web browsing (Firefox, Chrome, etc.), and show how to verify firewall rules from a Linux environment.
  • Ensure that all steps referencing Windows tools (RDP, Edge, Internet Explorer) have Linux alternatives.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
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