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
missing_linux_example
windows_tools
Summary
The documentation is heavily focused on Windows environments, with all examples, tooling, and instructions centered around Windows Server, PowerShell DSC, and Chocolatey. Linux equivalents (such as apt-get) are mentioned only in passing, and there are no Linux-specific examples, instructions, or tooling references. The documentation assumes the use of Windows VMs and does not provide guidance for Linux-based automation or package management.
Recommendations
  • Add parallel examples for Linux environments, using native Linux package managers (e.g., apt, yum) and configuration management tools (e.g., Ansible, Chef, Puppet, or native Linux DSC).
  • Include instructions for setting up Azure Automation State Configuration for Linux VMs, if supported, or provide alternatives for Linux automation.
  • Reference Linux VM extensions and how to use them for configuration management in Azure Resource Manager templates.
  • Provide sample configuration scripts for Linux nodes, using Bash or Python, alongside PowerShell examples.
  • Clarify in the introduction whether the guidance is Windows-only, and if so, link to Linux-specific documentation or note the retirement status of Linux DSC in Azure Automation.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets