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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by focusing exclusively on C#/.NET examples and workflows, which are traditionally associated with Windows environments. Command-line instructions reference Windows shells (cmd, PowerShell) before Bash, and all code samples and package management commands use .NET CLI tools. There are no Linux-specific instructions, troubleshooting notes, or alternative code samples for other platforms or languages. The documentation does not mention Linux-specific tools, nor does it provide parity for Linux users beyond generic references to 'your operating system'.
Recommendations
  • Explicitly mention Linux and macOS compatibility in prerequisites and instructions.
  • Provide Linux/macOS-specific terminal commands and troubleshooting notes (e.g., environment variable setup, file paths).
  • Include Bash/zsh examples before or alongside Windows shell examples.
  • Add a section or sidebar for running the sample on Linux, including installation of .NET Core on popular distributions.
  • Reference cross-platform editors (e.g., VS Code) and provide guidance for both Windows and Linux users.
  • Clarify that the .NET SDK and Azure Communication Services Email client library are cross-platform.
  • Consider providing sample code in additional languages (e.g., Python, Java) if supported by the service.
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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
2026-01-12 00:00 #243 cancelled 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets