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 exhibits a Windows bias by focusing exclusively on deploying and connecting to Windows Server 2019 VMs, referencing Remote Desktop Connection (a Windows tool) as the validation method, and providing PowerShell examples for resource cleanup without equivalent Bash or Linux instructions. There are no Linux VM deployment or SSH connection examples, and Windows terminology/tools are mentioned before or instead of Linux alternatives.
Recommendations
  • Include examples for deploying Linux virtual machines alongside Windows VMs in the Bicep template.
  • Add instructions for connecting to Linux VMs using SSH, including sample SSH commands.
  • Provide resource cleanup instructions using Azure CLI (Bash) in addition to PowerShell.
  • Mention Linux-compatible remote access tools (e.g., SSH clients) in the validation section.
  • Ensure parity in documentation by presenting both Windows and Linux scenarios and tools equally.
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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