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 Windows bias by exclusively using a Windows VM template for the example, referencing RDP (a Windows-specific remote access protocol), and not providing a Linux VM equivalent or mentioning SSH. The deployment section presents both Azure CLI (cross-platform) and PowerShell examples, but the overall tutorial is centered around Windows resources and workflows, with no Linux alternatives or parity in examples.
Recommendations
  • Include a parallel example using a Linux VM template, such as 'Deploy a simple Linux VM', and provide the corresponding template URL.
  • Mention SSH as the recommended remote access method for Linux VMs, and provide instructions for verifying Linux VM deployment using SSH.
  • Balance the documentation by alternating or combining Windows and Linux resource examples, ensuring both are equally represented.
  • Explicitly state that the tutorial applies to both Windows and Linux VMs, and provide links to both types of Quickstart templates.
  • In the clean-up and verification steps, include instructions relevant to Linux VMs (e.g., SSH login, Linux-specific resource checks).
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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
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets