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
Summary
The documentation provides examples for Azure Portal, Azure CLI, and Azure PowerShell. While Azure CLI is cross-platform, Azure PowerShell is primarily associated with Windows environments, and its examples are given equal prominence to CLI. The documentation does not mention or provide examples for Linux-native tools, shell scripting, or REST API usage directly in Unix-like environments. The ordering of tabs is Portal, CLI, then PowerShell, which is reasonable, but the repeated emphasis on PowerShell may signal a Windows-centric approach. There are no explicit Linux shell or bash examples, nor is there guidance for Linux users beyond CLI.
Recommendations
  • Add explicit bash/shell scripting examples for Linux users, especially for common tasks like filtering and parsing CLI output.
  • Include REST API curl examples to demonstrate platform-agnostic usage.
  • Clarify that Azure CLI is fully supported on Linux and macOS, and provide links or notes for installation on those platforms.
  • Reduce emphasis on PowerShell as a primary automation tool, or balance with Linux-native scripting approaches.
  • Consider adding a 'Linux' or 'macOS' tab or section to highlight cross-platform usage and best practices.
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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 Clean Clean
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 Clean Clean
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