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 mild Windows bias. Windows-based VM creation is shown first, with explicit mention of Windows images and admin-password authentication before Linux/SSH examples. Artifact examples include both Linux and Windows, but the sample output for listing artifacts only shows a Windows artifact. The section on listing artifacts gives PowerShell syntax first, then Bash. References to Remote Desktop (Windows) and SSH (Linux/macOS) are present, but the ordering and examples tend to favor Windows.
Recommendations
  • Present Linux and Windows examples side-by-side or alternate their ordering to avoid implicit prioritization.
  • Include sample output for both Linux and Windows artifacts when listing artifacts.
  • When showing authentication options, mention SSH (Linux/macOS) and password (Windows) together, clarifying platform relevance.
  • Ensure that Bash and PowerShell examples are given equal prominence, possibly in tabbed or parallel format.
  • Explicitly state cross-platform compatibility in introductory sections.
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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