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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The tutorial exclusively uses a Windows Server virtual machine as the workload example and instructs users to test connectivity using Remote Desktop (RDP), which is a Windows-centric protocol. There are no Linux VM deployment instructions or SSH-based testing examples, and the only OS option explicitly mentioned is Windows Server. This creates a Windows-first impression and omits Linux parity in both deployment and testing steps.
Recommendations:
  • Add parallel instructions for deploying a Linux virtual machine (e.g., Ubuntu) in the workload subnet, including specifying username, authentication, and any required inbound ports (e.g., 22 for SSH).
  • Include testing steps for Linux VMs, such as connecting via SSH to the firewall public IP address and verifying access to the Linux VM.
  • When listing OS choices for the VM, mention both Windows and Linux options, or provide a choice step.
  • If using RDP as an example, also provide an SSH example for Linux, including the necessary DNAT rule for port 22.
  • Ensure that screenshots or UI steps do not assume only Windows Server images are being used.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased