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 exclusively uses Windows Server as the example operating system for the workload VM, and all testing instructions (such as remote desktop and browser usage) assume a Windows environment. There are no Linux VM deployment or testing instructions, nor are Linux tools or patterns mentioned. This creates a Windows-first bias and omits Linux parity.
Recommendations
  • Include instructions for deploying a Linux VM (e.g., Ubuntu or CentOS) in the workload subnet, alongside or instead of Windows Server.
  • Provide Linux-specific testing steps, such as SSH access for remote connectivity and using browsers like Firefox or Chrome for rule validation.
  • Mention how to configure DNS settings on Linux network interfaces, either via the Azure portal or using cloud-init/Netplan.
  • Clarify that the firewall and policy configuration applies equally to Linux workloads, and provide examples for both platforms.
  • Where remote desktop is referenced, also provide SSH instructions for Linux VMs.
  • Ensure screenshots and UI references are not Windows-specific, or provide Linux equivalents where relevant.
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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