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 page exhibits a Windows bias by exclusively using Windows Server images for VM creation, referencing Remote Desktop for access, and providing only PowerShell-based test commands. There are no Linux VM deployment examples, nor are there instructions for connecting to or testing from Linux VMs (e.g., using SSH or Bash commands). Windows tools and workflows (RDP, PowerShell) are mentioned exclusively and before any Linux equivalents, which are entirely absent.
Recommendations
  • Add parallel examples for deploying Linux-based VMs (e.g., Ubuntu) alongside Windows VMs.
  • Include instructions for connecting to Linux VMs using SSH, as well as to Windows VMs using RDP.
  • Provide test commands for Linux environments (e.g., using dig, curl, or wget in Bash) in addition to PowerShell commands.
  • Mention Linux tools and workflows (e.g., SSH, Bash, Linux CLI utilities) wherever Windows tools (RDP, PowerShell) are referenced.
  • Consider a section that discusses platform-specific differences and best practices for both Windows and Linux administrators.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets