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 strong Windows bias. All virtual machine creation examples use Windows images, and all testing instructions (firewall configuration, ping commands, and sample outputs) are exclusively shown using Windows PowerShell and Windows tools. There are no Linux VM creation examples, nor any instructions for configuring Linux firewalls or testing DNS resolution from Linux VMs. The use of Windows-specific commands and outputs may hinder Linux users from following the quickstart effectively.
Recommendations
  • Include examples for creating Linux VMs (e.g., using --image UbuntuLTS) alongside Windows VM creation.
  • Provide instructions for configuring firewalls on Linux VMs (e.g., using ufw or iptables to allow ICMP).
  • Show how to test DNS resolution and connectivity from Linux VMs (e.g., using ping and dig/host commands in a Bash shell).
  • Present both Windows and Linux command outputs for ping and DNS resolution to illustrate parity.
  • Explicitly mention that the Azure CLI commands work cross-platform and highlight any OS-specific steps.
  • Avoid assuming the user is on Windows or using PowerShell; offer Bash and Linux terminal alternatives wherever possible.
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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