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 exhibits Windows bias in several ways. The instructions for connecting to the VM exclusively use Remote Desktop Protocol (RDP), which is primarily a Windows tool, and reference the default IIS page, which is a Windows web server. There are no examples or instructions for connecting via SSH (the standard for Linux VMs) or for deploying/test-driving Linux-based services. The walkthrough assumes the user is working with Windows VMs and tools, omitting Linux alternatives.
Recommendations
  • Add instructions for connecting to a Linux VM using SSH, including example commands for Windows, macOS, and Linux clients.
  • Include deployment and validation steps for a Linux-based web server (e.g., Apache or Nginx) in addition to IIS.
  • Provide examples for both RDP and SSH connections, and clarify which VM image is being used (Windows or Linux).
  • Mention cross-platform tools and patterns (e.g., using Azure CLI from Bash, PowerShell, or Cloud Shell) and avoid assuming a Windows-only workflow.
  • Ensure screenshots and walkthroughs are representative of both Windows and Linux environments.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets