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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates Windows bias primarily by using RDP (port 3389) as the default connectivity test scenario, which is specific to Windows systems. All troubleshooting examples focus on RDP, with no mention of Linux protocols (such as SSH on port 22) or Linux-specific troubleshooting scenarios. The solutions and explanations assume Windows endpoints, and there are no examples or guidance for Linux VM connectivity. Additionally, the PowerShell examples and references to Windows-centric tools (like RDP) are given prominence, while Linux equivalents are absent.
Recommendations
  • Include SSH (port 22) connectivity test scenarios alongside RDP to represent Linux VM use cases.
  • Add troubleshooting examples and solutions for Linux endpoints, such as configuring firewalls (iptables, ufw) and SSH listeners.
  • Provide explicit guidance for Linux users, including command-line troubleshooting steps (e.g., using netcat, telnet, or SSH commands) and how to interpret results for Linux VMs.
  • Balance the documentation by mentioning both Windows and Linux tools and patterns where relevant.
  • Clarify that the connection troubleshoot feature works for both Windows and Linux VMs, and provide parity in example scenarios.
GitHub Create Pull Request

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 Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets