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 bias towards Windows by exclusively deploying Windows Server virtual machines in the example environment. There are no Linux VM examples or mentions, and the scenario is described as deploying 'two Windows Server virtual machines, a jump box, and a server.' While deployment and resource management instructions use both Azure CLI and PowerShell (which are cross-platform), the VM operating system choice is Windows-only, and no Linux alternatives or parity are presented.
Recommendations
  • Add examples that deploy Linux-based virtual machines (e.g., Ubuntu, CentOS) alongside or instead of Windows Server VMs.
  • Explicitly mention that the jump box and server can be Linux or Windows, and provide parameter options for either OS.
  • Include sample Bicep code snippets or parameter files for deploying Linux VMs.
  • Clarify that the Azure CLI and PowerShell instructions are cross-platform, and provide any OS-specific notes if relevant.
  • Ensure screenshots, walkthroughs, and troubleshooting steps cover both Windows and 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

Flagged Code Snippets