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. All virtual machine examples use Windows Server 2019 Datacenter, with no mention of Linux alternatives. The IIS installation is performed via PowerShell, and the Cloud Shell instructions default to PowerShell. RDP (a Windows protocol) is used for connectivity tests, and all VM extension examples use Windows-centric tooling. There are no Linux VM examples, nor are SSH or Linux-based web server scenarios covered.
Recommendations
  • Include parallel instructions for deploying Linux-based virtual machines (e.g., Ubuntu) in both the spoke and on-premises networks.
  • Provide examples for installing and testing a Linux web server (e.g., Apache or Nginx) using Bash in Cloud Shell.
  • Add SSH connectivity tests alongside RDP, demonstrating firewall rules for SSH (port 22) and Linux VM access.
  • Show how to install required software (e.g., Apache) on Linux VMs using Bash scripts or Azure CLI.
  • When referencing Cloud Shell, mention both Bash and PowerShell options, and provide equivalent commands for each.
  • Ensure screenshots and walkthroughs include both Windows and Linux VM scenarios, where applicable.
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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