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 exhibits a strong Windows bias. All command-line examples use PowerShell syntax, and Windows-specific tools (e.g., PowerShell cmdlets like Connect-AzAccount, New-AzResourceGroupDeployment) are exclusively referenced for deployment. There are no Linux shell (bash/sh) equivalents or examples, and Windows is mentioned as a requirement for JavaScript UDFs. The documentation does not provide guidance for Linux or macOS users, nor does it mention cross-platform alternatives for Azure CLI or deployment steps.
Recommendations
  • Provide equivalent bash/sh examples for all commands, especially npm install and azure-streamanalytics-cicd usage.
  • Include Azure CLI deployment instructions alongside PowerShell, as Azure CLI is cross-platform.
  • Explicitly state platform compatibility for all features and commands (e.g., which commands work on Windows, Linux, macOS).
  • Add notes or sections for Linux/macOS users, including troubleshooting and environment setup.
  • Where PowerShell is used, clarify that commands can be run in any shell and provide syntax for bash (e.g., export variables, file paths).
  • Mention limitations or alternatives for features that are Windows-only (e.g., JavaScript UDFs), and suggest Linux-compatible approaches if 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 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