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 a Windows bias by exclusively deploying Windows Server 2019 virtual machines and focusing on RDP connectivity. There are no examples or instructions for deploying Linux VMs, nor is SSH connectivity mentioned. The only VM creation example uses azurerm_windows_virtual_machine, and password generation is tailored for Windows. The referenced PowerShell deployment article is mentioned before any Linux/CLI equivalent. No Linux-specific patterns, tools, or examples are provided.
Recommendations
  • Add parallel instructions and Terraform code samples for deploying Linux virtual machines (e.g., using azurerm_linux_virtual_machine).
  • Include SSH connectivity examples and NAT rule collections for Linux VMs, alongside the RDP/Windows examples.
  • Reference documentation for deploying Azure Firewall with multiple public IPs using Azure CLI or Bash, not just PowerShell.
  • Ensure password generation and VM configuration examples are not Windows-specific; include Linux username/password/SSH key scenarios.
  • Present Windows and Linux options side-by-side, or alternate which is presented first, to avoid implicit prioritization.
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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