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
windows_tools
Summary
The documentation page consistently presents Azure PowerShell (a Windows-centric tool) examples before Azure CLI, and uses PowerShell-specific syntax and terminology throughout. There is a strong emphasis on PowerShell commands and switches, with Azure CLI examples provided but always after PowerShell. No Linux-specific shell examples (e.g., bash, zsh) or guidance are given, and the documentation assumes familiarity with PowerShell patterns and conventions. This ordering and focus may make the documentation less approachable for Linux users, who are more likely to use Azure CLI in bash/zsh environments.
Recommendations
  • Present Azure CLI examples before PowerShell, or alternate the order to avoid implicit prioritization.
  • Include explicit bash/zsh shell examples for Azure CLI commands, demonstrating usage in typical Linux environments (e.g., variable assignment, quoting, piping output to jq).
  • Add notes clarifying that Azure CLI is cross-platform and preferred for Linux/macOS users, while PowerShell is more common on Windows.
  • Avoid PowerShell-specific terminology (e.g., 'switch', backtick line continuation) in general documentation sections, or provide equivalent Linux shell explanations.
  • Where possible, add troubleshooting or usage tips for Linux users (e.g., file paths, environment variables, output parsing).
  • Consider a dedicated section or tab for Linux/macOS usage patterns if significant differences exist.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean

Flagged Code Snippets