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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates Windows bias by focusing on RDP connections to Windows Server VMs, referencing Azure PowerShell for further deployment instructions, and providing only PowerShell-based cleanup commands. There are no Linux/macOS-specific examples, such as SSH connections or CLI commands, and Windows tools/patterns are mentioned exclusively.
Recommendations
  • Include examples for connecting to Linux VMs (e.g., SSH) alongside RDP/Windows examples.
  • Provide equivalent Azure CLI commands for resource group deletion and other management tasks.
  • Reference documentation for deploying Azure Firewall with multiple public IPs using Azure CLI or Bicep, not just PowerShell.
  • Clarify that the template can be used for Linux VMs and provide guidance for those 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