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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows-first bias by presenting Windows instructions before Linux, providing detailed Windows-specific tooling (e.g., registry edits, Group Policy, Windows Firewall), and referencing Windows ports and anti-virus paths without Linux equivalents. Some steps (such as anti-virus exclusions and firewall configuration) are only described for Windows, with no Linux-specific guidance or examples provided.
Recommendations
  • Alternate the order of Windows and Linux sections, or provide a parallel structure to avoid always presenting Windows first.
  • Include Linux-specific examples for firewall configuration (e.g., using ufw, firewalld, or iptables) and anti-virus exclusions (e.g., for ClamAV or other common Linux AV solutions).
  • When referencing ports (e.g., SMB, WMI), clarify which are relevant for Windows, Linux, or both, and provide Linux context (e.g., SSH, SFTP ports).
  • Provide Linux command-line examples (e.g., for editing sshd_config, restarting sshd, or verifying package installation) similar to the detailed Windows registry and firewall steps.
  • Mention Linux equivalents for tools like Group Policy (e.g., configuration management tools such as Ansible, Puppet, or manual config file edits).
  • Ensure screenshots and illustrations are balanced between Windows and Linux environments.
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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
2026-01-11 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

       REG ADD HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System /v LocalAccountTokenFilterPolicy /t REG_DWORD /d 1 /f