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
missing_linux_example
Summary
The documentation page demonstrates Windows bias by exclusively providing instructions and examples for creating a Windows Server 2019 Datacenter VM, without mentioning or providing equivalent steps for Linux-based VMs. There are no references to Linux images, tools, or user patterns, and the workflow implicitly assumes Windows as the default operating system for lab VMs.
Recommendations
  • Include instructions and screenshots for creating a Linux VM (e.g., Ubuntu, CentOS) alongside the Windows example.
  • Mention Linux images as available options when selecting a base for the VM, and highlight any differences in configuration (e.g., SSH key setup instead of password).
  • Provide guidance on Linux-specific user management and access patterns, such as using SSH keys and configuring sudo privileges.
  • Ensure that artifact examples and automation templates demonstrate parity for both Windows and Linux environments.
  • Use neutral language when referring to VM operating systems, and avoid implying Windows as the default or only choice.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean