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 demonstrates a strong Windows bias: all code examples use PowerShell syntax, Windows-specific tools (such as Connect-AzAccount and New-AzResourceGroupDeployment) are used exclusively, and there are no Bash or Linux shell equivalents provided. The only mention of platform differences is a note that JavaScript UDFs only work on Windows, but no guidance or alternatives are offered for Linux users. This could make it difficult for Linux or macOS users to follow the instructions or adapt them to their environments.
Recommendations
  • Provide all command-line examples in both PowerShell and Bash (or generic shell) syntax, especially for npm commands and directory navigation.
  • Include Azure CLI equivalents for deployment steps (e.g., az login, az deployment group create) alongside PowerShell cmdlets.
  • Explicitly state platform requirements or limitations at the beginning of the article, and offer alternatives or workarounds for non-Windows users where possible.
  • Add notes or sections for Linux/macOS users, including any differences in file paths, environment setup, or tool installation.
  • Where features are Windows-only (e.g., JavaScript UDFs), suggest alternative approaches or clarify the impact 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