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 provides only Azure PowerShell examples for generating OAuth tokens and calling APIs, with no equivalent Linux/macOS command-line examples (e.g., Bash/cURL). Windows tools and patterns (PowerShell, Invoke-RestMethod) are used exclusively in code samples, and no Linux or cross-platform alternatives are mentioned. This creates friction for Linux/macOS users who may not have PowerShell installed or prefer native tools.
Recommendations
  • Add equivalent Bash/cURL examples for generating tokens and calling APIs, showing how to use curl or httpie.
  • Explicitly mention that the process can be performed on any OS and provide platform-agnostic instructions.
  • Include notes or links to PowerShell Core (pwsh) for Linux/macOS users if PowerShell is required.
  • Consider showing Linux/macOS examples before or alongside Windows/PowerShell examples to avoid implicit prioritization.
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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-15 00:00 #51 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets