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
Summary
The documentation page demonstrates a bias toward Windows by exclusively providing examples for deploying Windows Server VMs, using RDP for remote access, and omitting Linux VM deployment and SSH access instructions. All VM creation commands specify Windows images, and network security group rules focus on RDP (port 3389), which is specific to Windows. There are no examples or guidance for deploying Linux VMs or configuring SSH (port 22) access, nor are Linux-specific tools or patterns mentioned.
Recommendations
  • Add parallel examples for deploying Linux VMs (e.g., using Ubuntu or other popular distributions) in both Azure CLI and PowerShell sections.
  • Include instructions for configuring SSH access (port 22) in network security group rules, alongside or instead of RDP.
  • Show how to retrieve SSH public IP addresses for Linux VMs, similar to the RDP examples.
  • Mention Linux images in VM creation steps, and provide sample commands for both Windows and Linux.
  • Clarify that the steps apply to both Windows and Linux, or provide tabs/sections for each OS where relevant.
  • Avoid assuming RDP is the default remote access method; reference SSH as the standard for Linux.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets