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
Summary
The documentation page demonstrates a Windows bias by providing extensive PowerShell-based setup instructions for Azure resources and HDInsight clusters, with no equivalent Bash or Linux CLI examples for resource creation. The VPN client configuration mentions Windows and macOS, but Linux is omitted. The Python client section does include an Azure CLI snippet, but the overall workflow for cluster and network setup is Windows/PowerShell-centric, making it less accessible for Linux users.
Recommendations
  • Add equivalent Bash/Azure CLI scripts for all resource creation and configuration steps currently shown only in PowerShell.
  • Explicitly mention Linux support for the VPN client and provide instructions for connecting from Linux systems.
  • Where possible, present cross-platform commands (e.g., Azure CLI) before or alongside PowerShell examples.
  • Include notes or sections for Linux users, highlighting any OS-specific considerations or alternative tooling.
  • Review referenced documents to ensure Linux parity and link to Linux-specific guides where available.
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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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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