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:
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The tutorial exclusively uses Windows Server for VM deployment and only demonstrates testing via Remote Desktop Protocol (RDP) and Internet Explorer, with no mention of Linux-based alternatives or SSH-based access. This creates a Windows-centric experience and omits guidance for users deploying Linux servers or using Linux-native tools.
Recommendations:
  • Include parallel instructions for deploying a Linux VM (e.g., Ubuntu) alongside the Windows Server example, including relevant configuration steps.
  • Provide examples for connecting to Linux VMs using SSH, and for testing firewall rules with Linux-native browsers (e.g., Firefox, Chromium) or command-line tools (e.g., curl, wget).
  • When demonstrating firewall rules, add examples for Linux protocols and ports (e.g., SSH on port 22) and show how to test connectivity from a Linux VM.
  • In testing sections, offer both RDP (Windows) and SSH (Linux) scenarios, and avoid assuming the use of Internet Explorer or other Windows-only tools.
  • Use neutral language when referring to operating systems, and avoid defaulting to Windows unless the feature is Windows-specific.
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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