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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a notable Windows bias, especially in the testing section. All VM creation examples use Windows images, and all instructions for configuring firewalls and testing DNS resolution are given exclusively for Windows (PowerShell commands, Windows firewall, and Windows command prompt outputs). There are no Linux VM creation examples, nor any Linux-specific instructions for configuring ICMP or testing DNS resolution. Windows tools and patterns are mentioned exclusively and before any Linux equivalents (which are absent).
Recommendations
  • Include Linux VM creation examples (e.g., using --image UbuntuLTS) alongside or instead of Windows examples.
  • Provide Linux instructions for configuring the firewall to allow ICMP (e.g., using ufw or firewalld).
  • Show how to test DNS resolution on Linux VMs (e.g., using ping, dig, or nslookup from a bash shell).
  • Present both Windows and Linux examples in parallel, or alternate which OS is shown first.
  • Clarify that the steps apply to both Windows and Linux, and note any OS-specific differences.
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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

Flagged Code Snippets