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 a Windows Server 2019 Datacenter VM example when guiding users to create a lab VM. There are no Linux VM examples, nor is there mention of Linux images or configuration differences for Linux VMs. The tutorial implicitly assumes Windows as the default, which may exclude or confuse users seeking to deploy Linux-based environments.
Recommendations
  • Include Linux VM creation examples alongside Windows examples, such as Ubuntu or CentOS images.
  • Explicitly mention that both Windows and Linux VMs are supported, and highlight any differences in configuration (e.g., SSH keys for Linux vs. passwords for Windows).
  • Provide screenshots and step-by-step instructions for creating a Linux VM in the lab.
  • Add notes or tips about Linux-specific settings, such as selecting SSH authentication, configuring artifacts for Linux, and post-deployment access methods.
  • Ensure parity in documentation by alternating or balancing Windows and Linux references throughout tutorials.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased