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 in its examples and guidance. PowerShell is featured prominently with multiple code samples and debugging instructions, and it is presented before Azure CLI. There are no Linux-specific shell (e.g., Bash, curl) examples for retrieving headers, nor is there mention of Linux tools or patterns for interacting with Azure Resource Manager APIs. The focus on PowerShell and lack of Linux-native examples may disadvantage users on Linux or macOS platforms.
Recommendations
  • Add Linux/Bash/curl examples for retrieving rate limit headers from Azure Resource Manager REST API responses.
  • Include examples using common Linux tools (e.g., wget, curl, jq) to demonstrate how to parse response headers.
  • Ensure Azure CLI examples are presented before or alongside PowerShell, and clarify that Azure CLI is cross-platform.
  • Explicitly mention that all shown operations can be performed on Linux, macOS, and Windows, and provide platform-agnostic instructions where possible.
  • Consider adding a section or note about using REST APIs directly from any platform, with sample requests and header parsing.
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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 Biased Biased

Flagged Code Snippets