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 a Windows bias by exclusively using RDP (port 3389) as the example protocol for connectivity tests, which is specific to Windows environments. There are no examples or guidance for Linux scenarios, such as SSH (port 22) connectivity. The troubleshooting steps and solutions reference RDP and Windows firewall configuration, but do not mention SSH, Linux firewalls (e.g., iptables, firewalld, ufw), or Linux-specific troubleshooting patterns. The examples and error scenarios are all framed around Windows use cases, and Windows tools (PowerShell) are emphasized, with no parity for Linux command-line tools or troubleshooting steps.
Recommendations
  • Add SSH (port 22) connectivity examples alongside RDP to cover Linux VM scenarios.
  • Include troubleshooting steps and solutions for Linux firewalls (e.g., iptables, firewalld, ufw) when discussing guest OS configuration.
  • Provide sample output and error scenarios for Linux VMs, such as what happens if SSH is not listening or blocked by a Linux firewall.
  • Mention Linux-specific tools and commands (e.g., using Azure CLI from Bash, checking SSH service status) in parity with PowerShell examples.
  • Ensure that documentation language and examples are inclusive of both Windows and Linux environments, and avoid assuming RDP as the default use case.
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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 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