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 tutorial exclusively uses Windows Server as the example workload VM and only describes connecting via Remote Desktop (RDP), which is a Windows-centric protocol. There are no examples or instructions for deploying a Linux VM, nor for connecting to a Linux workload (e.g., via SSH). This creates friction for users who wish to follow the tutorial with Linux or macOS workloads.
Recommendations
  • Include instructions for deploying a Linux VM (e.g., Ubuntu) alongside the Windows VM example.
  • Provide examples for configuring DNAT rules for SSH (port 22) access to a Linux VM.
  • Add testing steps for connecting to a Linux VM using SSH from Linux/macOS clients.
  • Present both Windows and Linux examples in parallel, or alternate which is shown first.
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Scan History

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