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 demonstrates a 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 highlighted, and no Linux shell or CLI examples (such as bash with curl or httpie) are provided. There are no explicit Linux examples or references to Linux-native tools or workflows elsewhere in the document.
Recommendations
  • List cross-platform and Linux-native tools (such as curl, httpie, Postman, or Bruno) before or alongside Windows-specific tools in the 'Testing APIs' section.
  • Provide example API calls using both PowerShell and bash/curl to ensure parity for Linux users.
  • Mention that Visual Studio Code and Edge are available cross-platform, or suggest alternative Linux editors (like Vim or nano) for editing JSON/ARM templates.
  • Include explicit instructions or notes for Linux/macOS users where file paths, shell commands, or environment differences may be relevant.
  • Where PowerShell is referenced, add equivalent bash or shell command examples to ensure inclusivity.
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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