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
powershell_heavy
Summary
The documentation page, while describing Azure CLI scripts (which are cross-platform), shows evidence of Windows bias. The scripts are referenced as Bash scripts, but the code blocks are incorrectly labeled as 'powershell', which may confuse Linux users. Additionally, the first and only explicit VM creation example is for a Windows VM, with no mention of creating a Linux VM or providing a Linux-specific example.
Recommendations
  • Correct the code block language tags from 'powershell' to 'bash' or 'azurecli' to accurately reflect the script content and avoid confusion for Linux users.
  • Include explicit examples for creating Linux VMs in addition to Windows VMs, or clarify that the scripts can be adapted for both.
  • Ensure that references to operating systems are balanced, and provide parity in documentation for both Windows and Linux scenarios.
  • If possible, add notes or links to documentation on how to adapt the scripts for Linux VM creation, including differences in authentication and image selection.
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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