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
Summary
The documentation page shows mild Windows bias. Windows is listed first in the validation tools table, and PowerShell Desired State Configuration (DSC) is emphasized for both Windows and Linux, with no mention of native Linux configuration tools like Ansible or shell scripting. References to configuring managed identities link specifically to Windows VM portal instructions, and PowerShell is mentioned more prominently than Azure CLI. Chef InSpec is listed for Linux, but only as a secondary tool.
Recommendations
  • Provide examples and links for configuring managed identities on Linux VMs, not just Windows.
  • Mention and, where possible, support native Linux configuration tools (e.g., Ansible, Bash scripts) in addition to PowerShell DSC.
  • List Linux validation tools first or equally in tables and explanations.
  • Ensure Azure CLI examples are given equal prominence to Azure PowerShell, especially for cross-platform tasks.
  • Clarify that PowerShell DSC v3 for Linux is not the only option and provide guidance for users preferring native Linux tools.
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
2026-01-11 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