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, particularly in the 'Testing APIs' section, where Windows-centric tools (Visual Studio Code, PowerShell Invoke-RestMethod, Microsoft Edge Network Console) are listed before cross-platform or Linux-native tools (Bruno, curl). PowerShell is specifically called out as an example, and no Linux shell equivalents (e.g., bash, wget, httpie) are mentioned. The ARM template instructions and examples are platform-neutral, but the initial tool recommendations and examples favor Windows environments.
Recommendations
  • List cross-platform and Linux-native tools (e.g., curl, httpie, wget) before or alongside Windows-specific tools in the 'Testing APIs' section.
  • Include example commands for Linux shells (bash/zsh) and tools like curl or httpie, not just PowerShell.
  • Mention Linux and macOS equivalents for Visual Studio Code extensions and browser tools (e.g., Firefox Developer Tools).
  • Explicitly state that all steps and templates can be executed from Linux/macOS environments, and provide links or notes for any platform-specific caveats.
  • Where PowerShell is referenced, add equivalent bash/curl/httpie command examples for parity.
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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets