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
powershell_heavy
windows_tools
Summary
The documentation exhibits a Windows bias by exclusively using Windows Server as the example VM OS, referencing RDP for access, and demonstrating DNS resolution via PowerShell scripts and Windows command prompt. There are no examples or instructions for creating or testing with a Linux VM, nor are Linux-native tools or shell commands (such as SSH, Bash, or dig) mentioned. The 'Run command' feature is demonstrated only with PowerShell, and the quickstart does not provide parity for Linux users.
Recommendations
  • Include parallel instructions and screenshots for creating a Linux virtual machine (e.g., Ubuntu) alongside the Windows Server example.
  • Demonstrate how to access the Linux VM using SSH instead of RDP.
  • Provide examples of testing DNS resolution from a Linux VM using Bash commands such as 'ping', 'nslookup', or 'dig'.
  • Show how to use the 'Run command' feature with Linux VMs (e.g., 'RunShellScript') and provide equivalent shell commands.
  • Explicitly mention that the steps apply to both Windows and Linux VMs, and highlight any differences.
  • Where PowerShell or Windows-specific tools are referenced, provide Linux equivalents or alternatives.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

   Pinging db.private.contoso.com [10.10.2.5] with 32 bytes of data:
   Reply from 10.10.2.5: bytes=32 time<1ms TTL=128
   Reply from 10.10.2.5: bytes=32 time<1ms TTL=128
   Reply from 10.10.2.5: bytes=32 time<1ms TTL=128
   Reply from 10.10.2.5: bytes=32 time<1ms TTL=128

   Ping statistics for 10.10.2.5:
       Packets: Sent = 4, Received = 4, Lost = 0 (0% loss),
   Approximate round trip times in milli-seconds:
       Minimum = 0ms, Maximum = 0ms, Average = 0ms