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 Windows bias by providing only PowerShell examples for Azure Resource Graph queries, omitting equivalent Linux-friendly shell (bash/az CLI) examples. The use of PowerShell syntax (e.g., | %{ ... }) in Azure CLI command snippets further reinforces a Windows-centric approach, potentially confusing Linux users. While crontab is mentioned for scheduling, all code samples and query instructions are tailored to Windows/PowerShell environments, with no direct Linux or bash alternatives.
Recommendations
  • Provide bash/Azure CLI examples for all PowerShell queries, especially for ARG queries.
  • Replace PowerShell-specific pipeline syntax (e.g., | %{ ... }) with bash equivalents (e.g., xargs or while read loops) in Azure CLI command samples.
  • Explicitly mention cross-platform usage and clarify which commands are suitable for Linux/macOS environments.
  • Add notes or sections for Linux users, including how to run queries and schedule tasks using native Linux tools.
  • Ensure that examples are presented in both PowerShell and bash, or use platform-neutral Azure CLI syntax where possible.
GitHub Create Pull Request

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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Clean Clean

Flagged Code Snippets