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
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a Windows bias by presenting Windows-based VM creation as the first example, referencing Windows images and tools before Linux equivalents, and providing explicit PowerShell-specific guidance. Although Linux examples and bash instructions are present, Windows scenarios and tooling are prioritized or explained first, and Windows artifacts are shown in sample outputs.
Recommendations
  • Alternate the order of Windows and Linux examples, or present Linux examples first in some sections.
  • Include more Linux-focused sample outputs (e.g., showing Linux artifacts in output JSON).
  • Provide equal detail for both Bash and PowerShell instructions, and avoid giving extra emphasis to PowerShell-specific syntax.
  • Explicitly mention Linux tools and patterns where Windows tools are referenced.
  • Ensure that both Windows and Linux VM creation commands are given equal prominence and explanation.
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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