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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by providing only Windows-centric instructions and examples. It exclusively uses PowerShell for command-line operations, references Remote Desktop Protocol (RDP) for VM access, and recommends SQL Server Management Studio (a Windows application) for database connectivity. There are no Linux or cross-platform alternatives mentioned for connecting to the VM, querying DNS, or managing resources. The cleanup step uses a PowerShell cmdlet without mentioning Azure CLI or Bash equivalents.
Recommendations
  • Provide Linux and macOS instructions for connecting to the VM, such as using SSH instead of RDP.
  • Include Azure CLI and Bash examples for resource management tasks (e.g., deleting the resource group).
  • Suggest cross-platform database clients (such as Azure Data Studio or sqlcmd) for connecting to SQL Database.
  • Show how to perform DNS queries using Linux/macOS tools (e.g., `dig` or `nslookup` in Bash).
  • Ensure that examples and tools are presented in a platform-neutral order, or explicitly offer both Windows and Linux options side-by-side.
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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