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 page demonstrates a Windows bias by focusing exclusively on Windows Server virtual machines (with RDP access), referencing Windows-centric tools (Remote Desktop Connection), and providing only PowerShell examples for resource cleanup. There are no Linux VM deployment examples, nor are SSH or Linux command-line tools mentioned. The documentation assumes Windows as the default platform for both deployment and management tasks.
Recommendations
  • Include examples for deploying Linux virtual machines alongside or instead of Windows Server VMs.
  • Provide instructions for connecting to Linux VMs using SSH, and mention relevant Linux tools (e.g., OpenSSH, terminal commands).
  • Add resource cleanup instructions using Azure CLI (az group delete) and Bash shell examples for Linux users.
  • Balance references to Windows and Linux tools in both deployment and management sections.
  • Explicitly state that the firewall can be used to protect both Windows and Linux workloads, and provide parity in documentation.
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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