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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a notable Windows bias. Most configuration and onboarding examples use PowerShell scripts and cmdlets, with detailed step-by-step instructions for Windows. Linux enablement is described, but with less detail and often requires using Windows tools (PowerShell, WMF 5) to generate configurations for Linux machines. Native Linux tooling and workflows are minimally covered, and Linux-specific examples are less comprehensive.
Recommendations
  • Provide Linux-first onboarding instructions that do not require a Windows machine or PowerShell/WMF 5 for Linux node enablement.
  • Expand Linux sections with native Bash/shell examples for generating and applying metaconfigurations.
  • Include parity in step-by-step guides for both Windows and Linux, ensuring Linux users can follow along without switching to Windows tools.
  • Highlight Linux-specific tools and workflows (e.g., using Python scripts or shell commands) before or alongside Windows/PowerShell examples.
  • Clarify when steps are Windows-only and offer equivalent Linux-native alternatives where possible.
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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

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