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_tools
windows_first
powershell_heavy
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific tools (Visual Studio, PowerShell’s Invoke-RestMethod, ARMClient) are mentioned first or exclusively in several places, especially for API testing and authentication. PowerShell is highlighted as a primary method for interacting with REST APIs, and ARMClient (which is Windows-centric) is used for authentication, with instructions referencing Visual Studio and Windows file paths. While curl and cross-platform API clients (Insomnia, Bruno) are mentioned, Windows tools are consistently listed first and in more detail. There are no explicit Linux/macOS examples for ARMClient usage or alternative authentication/token generation methods.
Recommendations
  • Provide Linux/macOS equivalents for ARMClient authentication, such as using Azure CLI (az login, az account get-access-token) and document those steps.
  • List cross-platform tools (curl, Insomnia, Bruno) before or alongside Windows-specific tools like Visual Studio and PowerShell.
  • Include example commands for curl and Azure CLI for API calls and authentication.
  • Clarify that ARMClient is Windows-only and suggest alternatives for non-Windows users.
  • Add notes or sections for Linux/macOS users where file paths, tools, or procedures differ.
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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

Flagged Code Snippets