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 focusing exclusively on Windows Server VMs as deployment targets, referencing RDP (a Windows-specific protocol), and providing only PowerShell-based cleanup instructions. There are no examples or guidance for Linux VMs, SSH access, or use of cross-platform tools such as Azure CLI. The documentation also references a PowerShell-specific guide for further reading.
Recommendations
  • Include examples and instructions for deploying and connecting to Linux virtual machines, such as using SSH instead of RDP.
  • Provide cleanup instructions using Azure CLI (az group delete) alongside PowerShell to support cross-platform users.
  • Reference documentation for deploying Azure Firewall with multiple public IPs using Azure CLI or ARM templates directly, not just PowerShell.
  • Clarify that the template can be used for both Windows and Linux VMs, or provide separate templates/examples for each.
  • When mentioning remote connection, include both RDP (for Windows) and SSH (for Linux) scenarios.
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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