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 Windows bias by focusing exclusively on Windows Server 2019 virtual machines for deployment and remote access (RDP), mentioning Azure PowerShell before Azure CLI, and providing only PowerShell examples for resource cleanup. There are no Linux VM deployment examples, nor are Linux remote access methods (such as SSH) discussed. The page also references a PowerShell-specific guide for further information.
Recommendations
  • Include examples for deploying Linux virtual machines alongside Windows VMs in the Bicep template.
  • Provide instructions for connecting to Linux VMs using SSH, in addition to RDP for Windows VMs.
  • Offer resource cleanup commands using Azure CLI (e.g., 'az group delete') alongside PowerShell.
  • Reference documentation for deploying Azure Firewall with multiple public IPs using Azure CLI and/or ARM templates, not just PowerShell.
  • Ensure that both Windows and Linux scenarios are covered equally in diagrams, explanations, and step-by-step instructions.
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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