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 exhibits a Windows bias by focusing on PowerShell-based DSC workflows, referencing Windows-centric tools and patterns, and providing examples in PowerShell syntax. Although the example configures a LAMP stack (Linux), the process relies on Azure Automation DSC, which is retired for Linux, and does not provide alternative Linux-native solutions or examples. The documentation also references Chocolatey (a Windows package manager) in the next steps, further emphasizing Windows tooling.
Recommendations
  • Clearly state the limitations and alternatives for Linux users, especially since Azure Automation DSC for Linux is retired.
  • Provide Linux-native configuration management alternatives (e.g., Ansible, Chef, Puppet) and link to relevant Azure documentation.
  • Offer example workflows for Linux VMs using supported Azure features (e.g., Azure Policy Guest Configuration) with step-by-step instructions.
  • Avoid referencing Windows-specific tools (like Chocolatey) as the primary next step for cross-platform documentation.
  • Include Bash or shell script examples where appropriate, and clarify which steps are Windows-only.
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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 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 Biased Biased