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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation is heavily focused on PowerShell and AzureRM modules, which are primarily associated with Windows environments. There are no examples or instructions for performing equivalent steps using Linux tools, Azure CLI, or Bash scripts. The VM creation and tagging workflow is shown only with PowerShell, and there is no mention of Linux-specific considerations or cross-platform alternatives.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for Linux users.
  • Include instructions for importing and using modules in environments other than PowerShell (e.g., Python runbooks, Bash).
  • Add notes or sections highlighting any differences or additional steps required for Linux VMs or non-Windows automation environments.
  • Ensure that code snippets and automation workflows are presented in a cross-platform manner, or at least offer parallel examples for both Windows and Linux users.
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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