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 page demonstrates mild Windows bias by listing Windows-centric tools (Visual Studio, PowerShell) before Linux-native alternatives (Curl) in the 'popular ways to query the API' section. PowerShell is specifically called out with a direct link and example, whereas Linux command-line tools like Curl are mentioned but not exemplified. No Linux shell (bash) or scripting examples are provided, and Windows tools are presented first.
Recommendations
  • Provide explicit Linux/bash command-line examples using curl or wget for API requests.
  • List cross-platform tools (Curl, Insomnia, Bruno) before Windows-specific tools (Visual Studio, PowerShell) to avoid implicit prioritization.
  • Include example scripts for both PowerShell and bash to demonstrate parity.
  • Mention platform-agnostic tools and clarify that all examples can be run on Linux, macOS, and Windows.
  • Consider adding a note or section on how to authenticate and run API requests from Linux environments.
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
2026-01-11 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 Clean Clean

Flagged Code Snippets