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 lists PowerShell's Invoke-RestMethod as a primary way to query the API, and it is the only command-line example tool called out by name (besides curl, which is listed last). The ordering of tools puts Visual Studio (Windows-centric), Insomnia, Bruno, PowerShell, and then curl, which subtly prioritizes Windows tools and workflows. No Linux/macOS-specific shell examples (e.g., bash scripts, wget) are provided, nor are there explicit Linux/macOS command-line walkthroughs.
Recommendations
  • Provide explicit Linux/macOS shell examples using curl or wget, including sample commands.
  • Reorder the list of tools to avoid Windows-first bias (e.g., list curl before PowerShell).
  • Include a sample bash script for automating the API calls.
  • Mention cross-platform tools like httpie.
  • Clarify that all API calls can be made from any OS, and provide parity in example walkthroughs.
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