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
Summary
The documentation page describes inbound NAT rules for Azure Load Balancer in a platform-neutral manner, but it lacks any examples or references to operating system-specific tools or commands. There is no mention of Windows, PowerShell, Linux, or Bash, nor are there examples showing how to connect to backend VMs using either Windows or Linux clients. However, the absence of Linux-specific guidance or parity in examples (such as SSH port forwarding or Linux command-line usage) constitutes a subtle bias by omission.
Recommendations
  • Add examples showing how to connect to backend VMs using both Windows (e.g., RDP) and Linux (e.g., SSH) clients.
  • Include references to Linux tools (such as ssh, netcat, or iptables) when discussing port forwarding scenarios.
  • Provide step-by-step instructions or screenshots for both Windows and Linux users in tutorials, especially in sections about retrieving port mappings and connecting to VMs.
  • Explicitly mention that inbound NAT rules can be used for both RDP (Windows) and SSH (Linux) scenarios, and link to relevant documentation for each.
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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