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 page shows a moderate Windows bias. The main VM creation walkthrough uses a Windows 11 Pro image as its example, with no mention of Linux images or their settings. The only explicit scripting example for copying VMs uses a PowerShell script, with no Azure CLI or Linux shell alternatives provided. References to PowerShell and Windows appear before Azure CLI or ARM templates, and there are no screenshots or steps for Linux VM creation.
Recommendations
  • Include Linux VM creation examples and screenshots alongside Windows examples.
  • Explicitly mention that both Windows and Linux images are supported, and highlight any differences in settings (e.g., SSH keys for Linux).
  • Provide Azure CLI and Bash script alternatives for tasks currently shown only with PowerShell.
  • Ensure artifact examples include both Windows and Linux relevant artifacts.
  • Avoid using Windows images as the sole example; alternate or show parity with Linux images.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased