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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: Windows-specific tools (Visual Studio, ARMClient) are referenced for authentication and API interaction, with instructions assuming a Windows environment (e.g., building ARMClient in Visual Studio, using Windows file paths, command prompt). PowerShell is listed as a primary example for API calls, and Windows-centric tools are mentioned before cross-platform alternatives like curl. There are no explicit Linux or macOS instructions or examples for key steps such as building ARMClient, authenticating, or interacting with APIs.
Recommendations
  • Provide Linux/macOS equivalents for building and running ARMClient (e.g., .NET CLI, Mono, or Docker instructions).
  • Include examples using Bash, curl, and Azure CLI for API interactions and authentication.
  • List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific tools (Visual Studio, PowerShell) when suggesting API clients.
  • Clarify that steps can be performed on Linux/macOS and provide screenshots or terminal commands from those platforms.
  • Reference Azure CLI commands for budget creation and authentication as alternatives to PowerShell and ARMClient.
  • Explicitly mention platform compatibility for each tool and step.
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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