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
missing_linux_example
windows_first
Summary
The documentation page describes Azure Load Balancer inbound NAT rules in a platform-neutral way, but it implicitly favors Windows by omitting any mention of Linux-specific tools, patterns, or examples. The only references to accessing virtual machines are generic, and there is no guidance or examples for Linux administrators (e.g., using SSH, Linux CLI tools, or Linux port forwarding patterns). The tutorials and instructions are portal-focused and do not provide parity for Linux command-line workflows, which are common in cross-platform environments.
Recommendations
  • Add explicit examples for Linux scenarios, such as SSH port forwarding to Linux VMs using inbound NAT rules.
  • Include CLI-based instructions using Azure CLI or PowerShell, and ensure both Windows and Linux command-line workflows are covered.
  • Mention common Linux tools (e.g., ssh, netcat) when discussing port forwarding and connectivity.
  • Provide links to Linux-specific documentation or tutorials for managing inbound NAT rules and accessing VMs.
  • Ensure that any screenshots or walkthroughs show both Windows and Linux VM use cases where applicable.
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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
2026-01-11 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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean