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_tools
missing_linux_example
Summary
The documentation page demonstrates a bias towards Windows environments by exclusively referencing Azure Bastion (a Windows-centric remote access tool) and VPN Gateway, without mentioning Linux-native alternatives or providing Linux-specific access patterns. There are no examples or instructions for connecting from Linux workstations, nor are Linux command-line tools (such as SSH or OpenVPN) discussed. The documentation also omits details on how Linux users might interact with the CycleCloud Workspace for Slurm deployment, focusing instead on Azure-native solutions that are more familiar to Windows administrators.
Recommendations
  • Add examples for connecting to the CycleCloud Workspace from Linux clients, such as using SSH tunneling or OpenVPN.
  • Mention Linux-native remote access tools and patterns alongside Azure Bastion and VPN Gateway.
  • Provide parity in instructions for both Windows and Linux users, including command-line examples for Linux.
  • Clarify whether Azure Bastion and VPN Gateway support Linux clients and, if so, provide step-by-step guidance for Linux users.
  • Include references to Linux documentation or external resources for remote access and authentication.
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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
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-17 00:00 #53 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean