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 exhibits Windows bias by exclusively using a Windows VM template for the example, referencing RDP for verification (which is Windows-specific), and not providing a Linux VM equivalent or SSH verification steps. The template selection and deployment walkthrough focus on Windows resources and tools, with no mention of Linux alternatives or parity.
Recommendations
  • Include a parallel example using a Linux VM template (e.g., 'Deploy a simple Linux VM') and provide the corresponding template URL.
  • Add SSH-based verification steps for Linux VMs, alongside RDP instructions for Windows VMs.
  • Mention both Windows and Linux VM deployment scenarios in the introduction and throughout the tutorial.
  • Ensure that resource cleanup and management instructions are applicable to both Windows and Linux environments.
  • Where possible, use generic terminology (e.g., 'connect to your VM') and provide platform-specific instructions in tabs or side notes.
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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