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 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 this bias, as it is not portable to Linux environments. While crontab is mentioned for scheduling, actual command examples and automation patterns are Windows-centric.
Recommendations
  • Provide bash and az CLI examples for all resource queries, especially for ARG queries currently shown only in PowerShell.
  • Replace or supplement PowerShell pipeline syntax (| %{ ... }) with bash equivalents (e.g., xargs) in Azure CLI command snippets.
  • Explicitly mention and demonstrate Linux automation patterns (e.g., using cron, shell scripts) alongside Windows/PowerShell approaches.
  • Ensure all command-line examples are cross-platform, or clearly label them as Windows/PowerShell-specific and provide Linux alternatives.
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