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 exhibits mild Windows bias by mentioning RDP (Windows) connectivity before SSH (Linux/macOS) in the introduction and by providing Kerberos authentication guidance specifically for domain-joined Windows VMs. While there is a reference to connecting to Linux VMs via Bastion, examples and detailed instructions for Linux/macOS users are less prominent or deferred to linked articles. There are no explicit PowerShell-heavy examples or exclusive use of Windows tools, but the ordering and specificity of Windows features may create minor friction for Linux/macOS users.
Recommendations
  • Ensure that SSH (Linux/macOS) connectivity is mentioned equally and as prominently as RDP (Windows) in introductory sections.
  • Provide direct, in-page examples or guidance for connecting to Linux/macOS VMs via Bastion, not just via links.
  • Include authentication and session management scenarios for Linux/macOS users, such as SSH key management and Linux-specific security controls, alongside Windows scenarios.
  • When discussing features like Kerberos, clarify their applicability or provide Linux equivalents if relevant.
  • Alternate the order of Windows and Linux guidance, or present both together, to avoid implicit prioritization.
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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