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
Summary
The documentation exclusively uses Windows Server as the example operating system for the test virtual machine, and all testing instructions (such as remote desktop and browser usage) assume a Windows environment. There are no Linux equivalents or alternative instructions provided, and the only OS image suggested is Windows Server 2019 Datacenter. This creates a bias toward Windows users and may hinder Linux users from following the tutorial.
Recommendations
  • Provide parallel instructions for deploying a Linux-based virtual machine (e.g., Ubuntu Server) in the test subnet, including relevant configuration steps.
  • Include Linux-specific testing instructions, such as using SSH for remote access and using browsers or command-line tools (curl, wget) to test outbound connectivity.
  • Mention Linux as an option when creating the VM, and provide guidance on configuring DNS and firewall rules for Linux environments.
  • Where remote desktop (RDP) is referenced, add instructions for connecting via SSH for Linux VMs.
  • Ensure screenshots and examples are OS-agnostic or provide both Windows and Linux variants.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-25 00:00 #165 completed Clean Clean
2026-01-24 00:00 #161 completed Clean Clean
2026-01-23 00:00 #157 completed Clean Clean
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Biased Biased
2025-12-14 05:05 #6 completed Clean Clean