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 Windows bias by exclusively referencing Azure Bastion (a Windows-oriented remote access tool) and VPN Gateway, without mentioning Linux-native alternatives or SSH-based access patterns. There are no examples or instructions for Linux users (e.g., SSH tunneling, Linux Bastion hosts, or Linux command-line tools), and the documentation does not provide parity for Linux-centric workflows.
Recommendations
  • Include instructions and examples for Linux users, such as SSH tunneling from Linux/Mac clients to the CycleCloud VM.
  • Mention Linux Bastion host deployment as an alternative to Azure Bastion, with links to relevant documentation.
  • Provide examples of accessing Slurm and CycleCloud resources using Linux command-line tools.
  • Clarify that Azure Bastion and VPN Gateway are cross-platform, but offer guidance for Linux-specific configurations and troubleshooting.
  • Add parity in documentation for Linux authentication and connectivity patterns, such as using OpenSSH, and reference Linux-native tools where appropriate.
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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