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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a notable Windows bias. All virtual machine examples use Windows images (win2016datacenter), and the testing instructions exclusively reference connecting via Remote Desktop and using PowerShell commands. There are no Linux VM deployment examples, nor instructions for SSH access or Linux command-line equivalents for testing firewall rules. Windows tools and workflows (RDP, PowerShell) are mentioned exclusively and before any Linux alternatives, which are absent.
Recommendations
  • Include examples for deploying Linux-based VMs (e.g., Ubuntu) alongside Windows VMs.
  • Provide instructions for connecting to Linux VMs using SSH, and for running equivalent Linux commands (e.g., dig, curl, wget) to test DNS and HTTP connectivity.
  • Add notes or sections clarifying how Linux/macOS users can adapt the procedures, especially in the 'Test the firewall' section.
  • Mention Linux tools and workflows (SSH, Bash, Linux CLI utilities) alongside Windows tools.
  • Consider presenting examples for both platforms in parallel, or at least alternating which platform is shown first.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets