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 strong Windows bias by exclusively providing PowerShell commands and examples, referencing Windows-centric tools (such as PowerShell and Az modules), and omitting equivalent instructions for Linux or macOS environments. There are no bash, shell, or cross-platform CLI examples, nor any mention of Linux-specific considerations. The documentation assumes the use of PowerShell and Windows tooling throughout, even though the Stream Analytics CI/CD tool is installed via npm and could be used on any OS.
Recommendations
  • Provide equivalent bash or shell command examples for Linux/macOS users, especially for npm installation and Azure CLI operations.
  • Mention cross-platform compatibility of the Stream Analytics CI/CD tool and clarify that it can be used on Linux and macOS.
  • Include Azure CLI examples for authentication and deployment, as Azure CLI is available on all platforms.
  • Add notes or sections highlighting any OS-specific requirements or differences, such as file path formats or environment setup.
  • Ensure screenshots and instructions do not assume a Windows file system or shell unless necessary.
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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