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 clear Windows bias in several ways: all VM creation examples use Windows images, all test and verification steps (firewall configuration and ping) use Windows PowerShell commands and Windows output, and there are no Linux VM creation or Linux command examples. The instructions for configuring ICMP and testing DNS resolution are exclusively Windows-focused, with no mention of Linux equivalents or cross-platform alternatives.
Recommendations
  • Include examples for creating Linux VMs (e.g., using --image UbuntuLTS) alongside Windows VM creation.
  • Provide Linux command equivalents for configuring firewalls to allow ICMP (e.g., using ufw or firewall-cmd).
  • Show Linux shell commands and output for DNS resolution tests (e.g., using ping and dig from a bash shell).
  • Add notes or sections highlighting differences or additional steps for Linux users.
  • Ensure that cross-platform parity is maintained throughout, especially in verification and troubleshooting steps.
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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