Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates Windows bias by referencing RDP and Windows-specific authentication (Kerberos) before mentioning SSH and Linux. Examples and guidance for Kerberos authentication are exclusively for Windows VMs, while Linux connections are referenced only in passing or as links. There is a lack of Linux-specific examples, tools, or troubleshooting steps, and Windows-centric terminology (RDP, Kerberos, domain-joined) is prioritized. No PowerShell-heavy bias is present, but Windows tools and patterns are mentioned more prominently than their Linux equivalents.
Recommendations
- Provide parallel Linux examples and guidance, such as SSH key management, Linux VM session monitoring, and troubleshooting steps.
- Include explicit references to Linux authentication methods (e.g., PAM, LDAP) and how they integrate with Bastion.
- Balance the order of presentation so that Linux and Windows scenarios are given equal prominence.
- Add Linux-specific security recommendations, such as hardening SSH configurations and using Linux-native logging/monitoring tools.
- Ensure that links and references to Linux documentation are as visible and accessible as those for Windows.
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