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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows bias by providing only Windows 11 as the example VM image, exclusively using Windows PowerShell commands to enable ICMP, and omitting equivalent instructions for Linux-based VMs. While there is a brief mention of SSH for Linux in the context of network security group rules, there are no step-by-step Linux examples or commands provided for enabling ICMP or connecting to Linux VMs.
Recommendations
  • Include parallel Linux examples throughout the tutorial, such as selecting an Ubuntu or other Linux image when creating labs.
  • Provide Linux-specific instructions for enabling ICMP (e.g., using ufw or iptables commands) alongside the Windows PowerShell example.
  • Demonstrate how to connect to Linux VMs (e.g., using SSH) in addition to RDP for Windows.
  • Show both Windows and Linux command-line examples for testing connectivity (e.g., using ping in both Command Prompt and a Linux shell).
  • Ensure screenshots and walkthroughs reflect both Windows and Linux scenarios where applicable.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets