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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all queries, but PowerShell examples are always present and often accompanied by detailed PowerShell-specific notes (e.g., ConvertTo-Json depth). The PowerShell examples are given equal prominence to CLI, and Windows-centric tooling (PowerShell) is referenced throughout. There are no explicit Linux/macOS shell examples (e.g., Bash, zsh), nor is there discussion of Linux-specific patterns or considerations. The CLI examples do use Bash-style command composition (awk, sed), but these are not explained or highlighted for Linux users.
Recommendations
  • Add explicit Bash/zsh examples for Linux/macOS users, especially for multi-step workflows involving file manipulation.
  • Clarify that Azure CLI works cross-platform and note any differences in shell usage between Windows (cmd, PowerShell) and Linux/macOS (Bash/zsh).
  • Provide guidance or links for installing and using Azure CLI and PowerShell on Linux/macOS, if relevant.
  • Where PowerShell-specific notes are given (e.g., ConvertTo-Json), provide equivalent notes for Bash/CLI output parsing.
  • Consider listing CLI/Bash examples before PowerShell examples to reduce perceived Windows-first bias.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets