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 shows a bias towards Windows-centric Azure tools and patterns. It references Azure Bastion (primarily used for RDP/SSH access, often in Windows environments), VPN Gateway, and ExpressRoute, but does not mention Linux-native access patterns or tools (such as SSH jumphosts, OpenVPN, or WireGuard). There are no examples or guidance for Linux users, such as using SSH keys, configuring Linux firewalls, or Linux-based bastion hosts. The documentation assumes Azure-native solutions, which are often more familiar to Windows administrators.
Recommendations
  • Add examples and guidance for Linux users, such as SSH key management, configuring SSH access via Linux bastion hosts, or using OpenVPN/WireGuard for secure connectivity.
  • Mention Linux-native tools and patterns alongside Azure Bastion and VPN Gateway, and clarify how Linux users can access and manage CycleCloud resources.
  • Provide sample commands or configuration snippets for both Windows (PowerShell, Azure CLI) and Linux (bash, Azure CLI) environments.
  • Explicitly state Linux compatibility and best practices for firewall/NSG rules, filesystem mounts (NFS, Lustre), and authentication workflows.
  • Ensure parity in troubleshooting and support references for both Windows and Linux users.
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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