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 by providing detailed PowerShell examples (including advanced usage with -Debug), referencing a PowerShell script on GitHub, and presenting PowerShell before Azure CLI. While Azure CLI is included, there are no explicit Linux shell (bash/curl) or cross-platform REST API examples, and the scripting focus is on Windows-centric tools.
Recommendations
  • Add equivalent Linux shell (bash/curl) examples for retrieving response headers, showing how to use curl or wget and jq to extract relevant header values.
  • Present Azure CLI examples before or alongside PowerShell to emphasize cross-platform parity, as Azure CLI is available on all major OSes.
  • Include a REST API example using curl to demonstrate how to retrieve throttling headers in a platform-agnostic way.
  • Reference cross-platform scripting approaches (e.g., Python requests) for extracting headers, not just C# and PowerShell.
  • Ensure that all example links (such as the GitHub PowerShell script) are complemented by links to cross-platform or Linux-friendly scripts.
GitHub Create Pull Request

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

New-AzResourceGroup -Name myresourcegroup -Location westus -Debug