Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing RDP and Windows-specific authentication features (e.g., Kerberos) before mentioning SSH and Linux equivalents. Examples and guidance for connecting to Windows VMs (RDP, Kerberos) are more detailed, while Linux-specific instructions are referenced only as links and not described inline. There is a lack of explicit Linux tooling or SSH-focused examples, and Windows terminology (RDP, Kerberos, domain-joined) is prioritized throughout the text.
Recommendations
- Provide explicit SSH and Linux VM connection examples alongside RDP/Windows instructions, not just as external links.
- Include details on Linux authentication methods (e.g., SSH key management, PAM integration) in the main text.
- Balance references to Windows-specific tools (Kerberos, domain-joined) with Linux equivalents (e.g., LDAP, SSH hardening).
- Ensure parity in session management, monitoring, and logging examples for both RDP (Windows) and SSH (Linux) sessions.
- Use neutral language when describing features (e.g., 'RDP and SSH connectivity' instead of 'RDP connectivity'), and avoid prioritizing Windows terminology.
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