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 page demonstrates a strong Windows bias. All command-line examples use PowerShell syntax, and there are no bash or Linux shell equivalents provided. Windows-specific tools and patterns (e.g., Connect-AzAccount, Set-AzContext, New-AzResourceGroupDeployment) are used exclusively, with no mention of cross-platform alternatives like Azure CLI. The documentation notes that JavaScript UDFs only work on Windows, but does not offer Linux alternatives or guidance. The overall structure and examples assume a Windows environment, potentially excluding Linux users.
Recommendations
  • Provide equivalent bash/Linux shell examples for all commands, especially npm install and azure-streamanalytics-cicd usage.
  • Include Azure CLI examples for authentication and deployment, alongside PowerShell.
  • Explicitly state platform compatibility for all features and commands, and offer Linux/macOS-specific guidance where Windows-only features exist.
  • Add notes or sections for Linux users, including troubleshooting and environment setup tips.
  • Where features are Windows-only (e.g., JavaScript UDF), suggest alternative approaches or clarify limitations for Linux users.
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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 Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets