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
minor_windows_examples
Summary
The documentation page demonstrates mild Windows bias: Windows VM creation is shown first, Windows images are highlighted, and Windows-specific tools (Remote Desktop, PowerShell) are mentioned before Linux equivalents. However, Linux VM creation and SSH connection are also covered, and Linux artifact examples are provided.
Recommendations
  • Alternate the order of Windows and Linux examples, or present both side-by-side.
  • Provide explicit Linux/macOS instructions for all steps, not just VM creation and SSH.
  • Include more Linux/macOS artifact examples in output samples.
  • Clarify tool usage parity (e.g., mention that Bash and PowerShell are both supported in Cloud Shell).
  • Ensure that links to Linux/macOS connection guides are as prominent as Windows guides.
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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