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 provides examples for Azure CLI, Azure PowerShell, and the Azure Portal for each query. While Azure CLI is cross-platform, Azure PowerShell is primarily used and associated with Windows environments. There are no explicit Linux shell (bash, zsh) or scripting examples, nor are Linux-specific tools or patterns mentioned. The order of examples consistently presents Azure CLI first, followed by Azure PowerShell, which may suggest a slight Windows-first bias. No Linux-native command-line alternatives (e.g., bash scripts, jq, curl) are provided.
Recommendations
  • Add explicit bash/zsh shell examples for Linux users, especially for scripting or automation scenarios.
  • Clarify that Azure CLI is cross-platform and provide usage notes for Linux environments (e.g., installation, authentication differences).
  • Include Linux-specific troubleshooting tips or notes where PowerShell commands may not be available.
  • Consider adding examples using REST API calls with curl or HTTPie for users who prefer not to use Azure CLI or PowerShell.
  • Balance the order of examples or explicitly state platform parity to avoid perceived prioritization of Windows tools.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Clean Clean
2026-01-08 00:53 #232 completed Clean Clean

Flagged Code Snippets