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 several ways. PowerShell examples are given in detail, including debugging output and links to full scripts, while Linux-specific shell examples (such as Bash or curl) are missing. The PowerShell examples are presented before Azure CLI, and there is no mention of Linux tools or patterns for retrieving HTTP headers (e.g., using curl, jq, or Bash). This prioritizes Windows-centric tooling and workflows, making it less accessible for Linux users.
Recommendations
  • Add equivalent Linux shell examples using curl and jq to show how to retrieve rate limit headers from Azure Resource Manager responses.
  • Include Bash scripts or command-line snippets for common Linux environments alongside PowerShell and Azure CLI examples.
  • Present Azure CLI examples before or alongside PowerShell to avoid Windows-first ordering, as Azure CLI is cross-platform.
  • Explicitly mention that Azure CLI and REST API calls work on Linux, macOS, and Windows, and provide troubleshooting tips for Linux users.
  • Link to cross-platform sample scripts and documentation, not just PowerShell-specific resources.
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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