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 is heavily biased towards Windows and PowerShell. All code examples use Azure PowerShell cmdlets, and the tutorial assumes the use of Windows-based tools and workflows (e.g., SQL Server Management Studio, Windows PowerShell). There are no equivalent instructions or examples for Linux users (e.g., Bash/CLI, Azure CLI, or cross-platform SQL tools). The virtual machine creation defaults to Windows Server, and testing connectivity is described only via Windows tools.
Recommendations
  • Provide Azure CLI (az) examples alongside PowerShell for all resource creation steps.
  • Include instructions for creating a Linux VM and connecting via SSH, not just Windows Server and Bastion.
  • Offer alternative SQL connectivity testing methods, such as using sqlcmd (cross-platform) or Azure Data Studio.
  • Document DNS resolution and connectivity testing using Linux tools (e.g., dig, nslookup in Bash).
  • Mention and demonstrate installation and use of cross-platform SQL management tools.
  • Clearly label sections as Windows-specific and provide parallel Linux/macOS workflows where possible.
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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