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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a notable Windows bias. Most code examples (Bicep, ARM template, PowerShell) focus exclusively on Windows VMs, with parameters and resource types hardcoded for Windows (e.g., 'HybridWorkerForWindows'). PowerShell is emphasized as the primary automation tool, with Windows-specific prerequisites and folder paths detailed, while Linux equivalents are either missing or less detailed. Linux-specific instructions, examples, and extension types (e.g., 'HybridWorkerForLinux') are not provided in the main migration and deployment sections, making it harder for Linux users to follow along.
Recommendations
  • Add parallel Linux-focused examples for Bicep, ARM templates, REST API, Azure CLI, and PowerShell, including use of 'HybridWorkerForLinux' extension type.
  • Include Linux VM creation and onboarding steps in all code samples, not just Windows.
  • Document Linux-specific prerequisites, folder paths, and permissions with the same level of detail as Windows.
  • Ensure that CLI and PowerShell examples show both Windows and Linux usage, or provide tabs for each.
  • Clarify any differences in extension installation or management between Windows and Linux.
  • Review and update references to Windows-only tools (e.g., PowerShell 5.1) and provide Linux alternatives (e.g., PowerShell Core, Bash).
GitHub Create Pull Request

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