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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by providing instructions and examples that prioritize Windows tools and workflows. The VM connection section exclusively describes connecting via RDP (Remote Desktop Protocol), which is a Windows-centric method, and instructs users to use PowerShell within the VM. It also recommends installing SQL Server Management Studio, a Windows-only application, for database access. There are no examples or guidance for Linux users, such as connecting via SSH, using Bash, or employing cross-platform database tools. The order of examples and instructions consistently favors Windows environments and tools.
Recommendations
  • Add instructions for connecting to the VM via SSH for Linux and macOS users, including relevant CLI commands.
  • Provide examples of running equivalent commands (e.g., nslookup) in Bash or other Linux shells.
  • Recommend cross-platform database clients (such as Azure Data Studio or sqlcmd) alongside SQL Server Management Studio.
  • Include screenshots and step-by-step guides for Linux/macOS workflows where applicable.
  • Ensure that CLI examples are presented before or alongside PowerShell examples to avoid Windows-first ordering.
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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