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 tutorial demonstrates a strong Windows bias throughout. All virtual machine creation steps use Windows Server images, and all configuration and testing examples (such as installing IIS and connecting via RDP) are Windows-centric. The only provided automation example uses Azure PowerShell, with no Bash, CLI, or Linux alternatives. There are no instructions for deploying or testing with Linux VMs, nor examples using SSH, Linux tools, or Azure CLI. Windows tools and patterns (RDP, PowerShell, Windows Server) are mentioned exclusively and before any Linux equivalents, which are absent.
Recommendations
  • Add parallel instructions for creating Linux-based virtual machines (e.g., Ubuntu) in the spoke and on-premises networks.
  • Provide examples for installing and testing with Apache or Nginx on Linux VMs, including relevant firewall rules.
  • Include Azure CLI and Bash script examples for VM extension deployment and configuration, alongside PowerShell.
  • Demonstrate connectivity and testing using SSH and Linux command-line tools (e.g., curl, wget, ping) in addition to RDP and Windows PowerShell.
  • Explicitly mention Linux support and provide guidance for users who prefer or require Linux environments.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Clean Clean
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