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
windows_tools
windows_heavy_examples
Summary
The documentation page exhibits a mild Windows bias. Windows VM creation is mentioned before Linux VM creation in the prerequisites, and Windows-specific details (such as port 3389 and keyboard shortcuts for Windows VMs) are provided with more depth and prominence. Keyboard shortcut examples focus on connecting to Windows VMs from Windows and Mac clients, with no equivalent Linux VM shortcut guidance. The documentation also references RDP (a Windows protocol) alongside SSH, but does not provide parity in Linux-specific remote access patterns or troubleshooting.
Recommendations
  • Alternate the order of Windows and Linux VM instructions, or present them side-by-side to avoid Windows-first bias.
  • Provide Linux-specific keyboard shortcut guidance for remote connections, especially for common SSH terminal operations.
  • Expand examples and troubleshooting to include Linux VM scenarios (e.g., SSH key authentication, clipboard behavior in Linux remote sessions).
  • Mention Linux remote desktop protocols (such as xrdp or VNC) where relevant, not just RDP.
  • Ensure that all steps and features described for Windows VMs are equally covered for Linux VMs, including audio output and clipboard usage.
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Scan History

Date Scan Status Result
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 Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased