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 notable Windows bias by exclusively providing PowerShell commands and examples for installing, configuring, and deploying the Stream Analytics CI/CD tool. There are no Bash, shell, or Linux/macOS-specific instructions, and all deployment steps use PowerShell cmdlets (Connect-AzAccount, Set-AzContext, New-AzResourceGroupDeployment), which are native to Windows and require additional setup or alternatives on Linux/macOS. The documentation also refers to using PowerShell in both scenarios and does not mention cross-platform CLI options (e.g., Azure CLI) or provide Linux/macOS terminal equivalents.
Recommendations
  • Include equivalent Bash/shell commands for npm installation and running the CI/CD tool.
  • Provide Azure CLI examples for authentication and deployment steps, which are cross-platform and work natively on Linux/macOS.
  • Explicitly mention platform compatibility for the Stream Analytics CI/CD tool and deployment commands.
  • Add notes or sections for Linux/macOS users, highlighting any differences or additional requirements.
  • Present examples for both Windows (PowerShell) and Linux/macOS (Bash/Azure CLI), or use Azure CLI as the default for parity.
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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