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 demonstrates subtle Windows bias by listing Windows-specific ports (RDP/3389) before Linux equivalents (SSH/22) in several places, and by not providing any Linux-specific command-line examples or guidance. While the document is mostly platform-neutral, it lacks parity in examples and guidance for Linux users, especially regarding remote access and management patterns.
Recommendations
  • When mentioning remote access ports, alternate the order or list Linux (SSH/22) first in some sections to avoid the appearance of Windows-first bias.
  • Include explicit Linux command-line examples (e.g., using Azure CLI or Bash) alongside any PowerShell or portal instructions, especially for common tasks like creating VNets or Batch pools.
  • Add references or links to Linux-specific tools and workflows for managing Azure Batch pools and networking.
  • Clarify that both Windows and Linux nodes are supported equally, and provide guidance or examples for both platforms where relevant (e.g., remote access, troubleshooting, file mounts).
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean