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., Connect-AzAccount, New-AzResourceGroupDeployment) are featured exclusively. There are no Linux shell (bash/sh) examples, nor are cross-platform alternatives (such as Azure CLI) mentioned. The note about JavaScript UDFs only working on Windows further highlights platform limitations. The documentation implicitly assumes a Windows environment throughout, which may hinder Linux users.
Recommendations
  • Provide equivalent bash/sh examples for all commands, especially npm install and azure-streamanalytics-cicd usage.
  • Include Azure CLI alternatives for deployment steps, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Clearly indicate platform-specific limitations (e.g., JavaScript UDFs) and suggest alternatives or workarounds for Linux users.
  • Avoid using backslashes in file paths; use forward slashes or show both formats.
  • Add a section or callouts for Linux/macOS setup, including prerequisites and environment differences.
  • Review all examples to ensure they are runnable on Linux and macOS, or explicitly mark Windows-only steps.
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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