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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation is heavily focused on .NET and C# code samples, which are most commonly associated with Windows development environments. There are no examples or instructions for Linux or cross-platform usage, such as using the Azure Communication Services SDK in other languages (e.g., Python, Java, Node.js) or on non-Windows operating systems. Additionally, the prerequisite to download the .NET SDK and the lack of mention of Linux-specific tools or shell commands further reinforce a Windows-centric bias.
Recommendations
  • Provide equivalent code samples in other popular languages supported by Azure Communication Services SDK (e.g., Python, Java, JavaScript/Node.js) to demonstrate cross-platform compatibility.
  • Include instructions or notes on how to set up the .NET SDK and run the samples on Linux and macOS, not just Windows.
  • Mention and provide examples of using CLI tools (such as Azure CLI) and shell commands that work across platforms, rather than focusing solely on C# and .NET.
  • Explicitly state the cross-platform nature of the SDKs and provide troubleshooting or environment setup tips for Linux users.
  • If possible, add a section or callout highlighting any platform-specific considerations or differences.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Biased Biased

Flagged Code Snippets