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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