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
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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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