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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Windows terminology, tools, and examples are often presented first or exclusively, such as referencing Windows Admin Center, using Windows file paths in examples, and listing Windows agent download links before Linux equivalents. Linux instructions are present but less detailed, and there is a lack of parity in troubleshooting and configuration examples for Linux environments.
Recommendations
  • Ensure Linux instructions are given equal prominence and detail as Windows instructions, including explicit Linux agent download and installation steps.
  • Provide Linux-specific troubleshooting commands and examples, such as using dig or systemd-resolved for DNS checks.
  • Mention Linux tools (e.g., SSH, firewalld, iptables) alongside Windows tools (e.g., Windows Admin Center), and clarify which features are available or unsupported on each platform.
  • When listing steps for editing hosts files or configuring DNS, present Linux and Windows instructions side-by-side, rather than Windows first.
  • Include explicit references to Linux package managers (apt, yum, zypper) and agent installation commands.
  • Avoid using Windows-centric terminology (e.g., 'server' to mean Windows Server) when referring to cross-platform machines; use 'machine' or 'host' where appropriate.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets