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 presents connectivity options for both Windows and Linux VMs, but consistently lists Windows RDP connectivity before Linux SSH, and Windows RDP before Linux RDP or Windows SSH. There are no explicit command-line examples, but the feature tables and descriptions mention Windows connectivity patterns first and do not provide parity in example order or detail for Linux. No Linux-specific tools or workflows are highlighted, and there is no mention of Linux-native client usage or troubleshooting. The documentation does not show explicit PowerShell bias or exclusive Windows tool usage, but the ordering and lack of Linux-centric examples suggest a subtle Windows-first bias.
Recommendations
  • Alternate the order of Windows and Linux connectivity features in tables and descriptions, or present Linux options first in some sections.
  • Provide explicit examples or references for connecting to Linux VMs using SSH and RDP, including Linux-native client usage (e.g., OpenSSH, Remmina).
  • Include troubleshooting or configuration notes relevant to Linux users, such as SSH key management, file transfer methods, and client compatibility.
  • Highlight Linux-specific workflows or tools where appropriate, ensuring parity with Windows examples.
  • Ensure that upgrade and deployment instructions mention both Windows and Linux scenarios equally, including command-line and GUI options for both platforms.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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