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 provides both Windows and Linux instructions, but Windows-specific tools, commands, and references (such as PowerShell and Windows OpenSSH) are frequently mentioned first or in greater detail. PowerShell examples are given for most operations, sometimes with more explanation than Linux equivalents. There is a tendency to reference Windows Server features and documentation, and the installation/validation steps for Windows are more verbose. Some Linux-specific details (e.g., systemd service management, SELinux) are missing or less emphasized.
Recommendations
  • Ensure Linux examples are presented with equal detail and order as Windows examples, including service management (systemctl), package installation across major distros (apt, yum, zypper), and troubleshooting steps.
  • Add explicit Linux command-line examples for all major steps, not just generic Azure CLI commands.
  • Include references to Linux SSH server documentation and troubleshooting guides alongside Windows equivalents.
  • Where PowerShell is used, provide equivalent bash/shell commands for Linux users.
  • Mention Linux tools and patterns (e.g., journalctl for logs, systemctl for service status) in troubleshooting and validation sections.
  • Balance 'Next steps' links to include Linux-focused resources, not just Windows OpenSSH.
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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