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
powershell_heavy
Summary
The tutorial demonstrates a clear Windows bias in the testing and connectivity steps. The only example for connecting to the VM and testing DNS resolution uses Windows PowerShell, and the VM is created with a Windows Server image. SQL Server Management Studio (SSMS), a Windows-only tool, is the sole client recommended for connecting to Azure SQL. There are no examples or instructions for Linux VMs, Linux command-line tools, or cross-platform SQL clients.
Recommendations
  • Provide parallel instructions for creating a Linux VM (e.g., Ubuntu) and connecting to it via Bastion.
  • Include Linux shell commands (e.g., nslookup, dig) for DNS resolution testing.
  • Recommend and demonstrate cross-platform SQL clients (e.g., Azure Data Studio, sqlcmd) alongside SSMS.
  • Explicitly mention that the Azure CLI and Bastion support both Windows and Linux VMs.
  • Add screenshots or command snippets for Linux environments where appropriate.
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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

Flagged Code Snippets