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 provides some evidence of Windows bias. In several places, Windows tools and patterns (such as RDP and port 3389) are mentioned before their Linux equivalents (SSH and port 22), and there are no explicit Linux-specific examples or instructions. The documentation does not provide parity in examples or guidance for Linux users, such as showing how to use Linux tools or command-line instructions for provisioning or managing Batch pools in a virtual network.
Recommendations
  • Present Linux and Windows options equally, listing SSH (port 22) before or alongside RDP (port 3389) when discussing remote access.
  • Include explicit Linux-focused examples, such as using Azure CLI or Bash scripts, for creating and managing Batch pools in a virtual network.
  • Add guidance for Linux users on configuring NSG rules, troubleshooting, and remote access, including references to Linux-specific tools and workflows.
  • Where screenshots or UI instructions are given, provide CLI alternatives that work on Linux systems.
  • Review and update terminology to avoid Windows-first ordering, ensuring Linux and cross-platform users are equally supported.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased