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 demonstrates a moderate Windows bias. Windows-specific instructions, tools, and examples (PowerShell, Windows Server notes, OpenSSH for Windows) are frequently mentioned, sometimes before or in greater detail than their Linux equivalents. PowerShell examples are provided for nearly every step, and Windows tools are referenced prominently. Linux instructions are present but often less detailed, and Linux-specific troubleshooting or configuration examples are limited.
Recommendations
  • Ensure Linux instructions and examples are as detailed and prominent as Windows ones, especially for service management and troubleshooting.
  • Provide explicit Linux command-line examples for all steps, not just package installation and process checking (e.g., systemctl commands for managing sshd).
  • Balance references to Windows and Linux tools in 'Next steps' and throughout the documentation.
  • Include troubleshooting and configuration guidance for common Linux distributions (Ubuntu, RHEL, etc.), not just generic or Windows-focused links.
  • Where PowerShell examples are given, provide equivalent bash or shell commands for Linux users.
  • Avoid mentioning Windows features (such as OpenSSH being installed by default) before Linux equivalents unless contextually necessary.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
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