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-only tool) for database connectivity. There are no Linux or cross-platform alternatives mentioned for connecting to the VM, querying DNS, or accessing the SQL database. The cleanup step uses a PowerShell cmdlet without offering an Azure CLI or Bash equivalent.
Recommendations
  • Provide Linux and macOS instructions for connecting to the VM, such as using SSH if the VM is Linux-based, or using open-source RDP clients for non-Windows platforms.
  • Include Azure CLI and Bash examples alongside PowerShell for resource group deletion and other command-line operations.
  • Suggest cross-platform database clients (e.g., Azure Data Studio, DBeaver) in addition to SQL Server Management Studio.
  • Add nslookup or dig command examples for DNS resolution on Linux/macOS.
  • Clearly indicate when instructions are Windows-specific and offer parity for other operating systems.
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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