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 consistently uses Windows-centric terminology and examples, such as focusing on RDP (port 3389) for connectivity tests, which is specific to Windows. There is a lack of Linux/macOS-specific scenarios (e.g., SSH on port 22), and troubleshooting steps and solutions reference Windows patterns (like enabling RDP) without mentioning Linux equivalents. PowerShell is given as a primary automation example, with no Bash or Linux shell script alternatives. The documentation does not provide parity for Linux users in terms of troubleshooting OS-level connectivity (e.g., enabling SSH, checking Linux firewall rules).
Recommendations
  • Add Linux/macOS-specific connectivity scenarios, such as testing SSH (port 22) between VMs.
  • Include troubleshooting steps for Linux, such as enabling SSH, checking ufw/firewalld rules, and verifying SSH daemon status.
  • Provide example commands for Linux shells (Bash) alongside PowerShell, especially for local execution.
  • Clarify that the Azure CLI and PowerShell examples work on Linux/macOS, and provide explicit instructions for those platforms.
  • When describing solutions, mention both Windows (RDP) and Linux (SSH) approaches for configuring the OS to accept connections.
  • Use more neutral language in generic sections, e.g., 'remote access' instead of 'RDP', unless specifically discussing Windows.
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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