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
windows_tools
powershell_heavy
Summary
The documentation demonstrates a Windows bias by exclusively using Windows Server as the example VM OS, referencing RDP and PowerShell for management and testing, and omitting any Linux-based examples or instructions. All command-line and remote management examples use Windows tools (PowerShell, RDP), and there is no mention of Linux VMs, SSH, or Bash/CLI alternatives. This may make the documentation less accessible or relevant for users who primarily work with Linux environments.
Recommendations
  • Include parallel instructions and screenshots for creating a Linux virtual machine (e.g., Ubuntu) alongside the Windows VM example.
  • Provide examples for connecting to the VM using SSH (for Linux) in addition to RDP (for Windows).
  • Show how to test DNS resolution from a Linux VM using Bash commands (e.g., ping, dig, nslookup) as well as from Windows/PowerShell.
  • Mention both PowerShell and Bash/CLI options for running remote commands, or reference the Azure CLI/Cloud Shell where appropriate.
  • Balance the order of presentation so that Linux and Windows options are given equal prominence, or clearly indicate that both are supported.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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