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
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.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-09-04 00:00 #101 completed Clean Clean