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
powershell_heavy
Summary
The documentation demonstrates a Windows bias by focusing on Windows VM creation, labeling code samples as 'powershell' even though they are bash scripts, and omitting explicit Linux VM examples. The script descriptions and examples prioritize Windows scenarios, and there is no parity shown for Linux VM creation or management.
Recommendations
  • Include explicit examples for creating and managing Linux VMs alongside Windows VM examples.
  • Correct code block language labels to 'bash' or 'azurecli' instead of 'powershell' for scripts written in bash.
  • Add notes or sections that clarify how scripts can be adapted for Linux environments, including differences in authentication (e.g., SSH vs. RDP).
  • Ensure that both Windows and Linux use cases are presented equally in tables and script samples.
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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