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 Windows bias by primarily referencing Windows-centric tools and workflows. Examples include using Visual Studio for building and running ARMClient, referencing PowerShell’s Invoke-RestMethod as a primary API testing method, and describing steps that assume a Windows environment (e.g., command prompt navigation, building .NET projects). Windows tools are listed before cross-platform or Linux-native alternatives, and there are no explicit Linux shell or CLI examples (e.g., Bash, Azure CLI on Linux, or Linux-native editors).
Recommendations
  • Include explicit Linux/Bash examples for API calls (e.g., using curl or httpie in Bash).
  • Provide instructions for building and running ARMClient on Linux/macOS (e.g., using .NET Core CLI instead of Visual Studio).
  • List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific ones (Visual Studio, PowerShell).
  • Add Azure CLI examples for budget creation and management.
  • Clarify that the steps can be performed on Linux/macOS and provide any necessary platform-specific notes.
  • Reference Linux-native editors (e.g., VS Code, nano, vim) for editing files.
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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