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
windows_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All code examples and instructions use PowerShell, with no mention of Bash, Azure CLI, or Linux shell alternatives. The prerequisites and VM references point to Windows-specific resources, and Windows tools (PowerShell, Az PowerShell module) are used exclusively. There are no Linux or cross-platform examples, and the workflow assumes a Windows-centric approach to Azure Automation and VM management.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for runbook creation and VM management.
  • Include references and links to Linux VM quickstart guides alongside Windows VM links.
  • Provide instructions for installing and using Az modules on Linux/macOS environments.
  • Clarify that Azure Automation supports both Windows and Linux VMs, and show how to manage Linux VMs in runbooks.
  • Offer cross-platform code samples and highlight differences or considerations for Linux users.
  • Mention that the Azure portal and Automation features are OS-agnostic, and avoid implying a Windows-only workflow.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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