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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a notable Windows bias. All connection and validation instructions for the VM use RDP (Remote Desktop Protocol), which is a Windows-centric tool, and PowerShell is used for command-line examples. There are no instructions for connecting to the VM from Linux/macOS (e.g., via SSH), nor are there examples using Linux-native tools or command-line interfaces. The cleanup step uses a PowerShell cmdlet without providing an Azure CLI equivalent, further reinforcing the Windows preference.
Recommendations
  • Add instructions for connecting to the VM using SSH, which is standard for Linux/macOS users.
  • Provide Azure CLI commands alongside PowerShell for resource cleanup and other operations.
  • Include examples of using Linux-native tools (e.g., terminal, sqlcmd) to validate connectivity to the SQL Database.
  • Explicitly mention cross-platform alternatives and ensure steps are not Windows-exclusive.
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets