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
Summary
The documentation page demonstrates Windows bias by focusing exclusively on deploying Windows Server 2019 virtual machines and enabling RDP access, with no mention or example of Linux VM deployment or SSH access. References to firewall NAT rules and password generation are tailored to Windows scenarios, and there is no parity for Linux users. Additionally, the only linked alternative deployment guide uses Azure PowerShell, which is more commonly associated with Windows environments.
Recommendations
  • Add examples for deploying Linux virtual machines using azurerm_linux_virtual_machine, including SSH key generation and access.
  • Include NAT rule collection examples for SSH (port 22) alongside RDP (port 3389) to demonstrate Linux VM connectivity.
  • Reference and link to documentation for deploying Azure Firewall with multiple public IP addresses using Azure CLI or Bash, not just PowerShell.
  • Ensure checklist and resource creation steps mention both Windows and Linux VM options.
  • Provide sample Terraform code and verification steps for Linux VM 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

Flagged Code Snippets