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
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by exclusively using a Windows Server virtual machine as the workload example and instructing users to test connectivity via Remote Desktop (RDP), which is a Windows-centric protocol. There are no examples or instructions for deploying a Linux VM or testing with Linux-native tools (e.g., SSH). The only OS-specific tool mentioned is Windows Server and RDP, with no mention of Linux alternatives.
Recommendations:
  • Provide parallel instructions for deploying a Linux virtual machine (e.g., Ubuntu) alongside the Windows Server example.
  • Include steps for testing DNAT using SSH to a Linux VM, in addition to RDP for Windows.
  • Mention and demonstrate the use of Linux-native tools (such as SSH clients) for connectivity testing.
  • Where possible, use OS-neutral terminology or provide both Windows and Linux options in all relevant steps.
  • Explicitly state that the procedure applies to both Windows and Linux workloads, and link to additional resources for Linux users.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean