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 recommending Visual Studio as the required IDE, providing only PowerShell/dotnet CLI installation instructions, and omitting Linux-specific setup or tooling. There are no Linux or cross-platform alternatives mentioned for development environment setup, nor are there examples using Linux-native tools or shell commands. The Azure CLI example is cross-platform, but the overall setup and instructions assume a Windows-centric workflow.
Recommendations
  • Explicitly mention that Azure Communication Services SDKs and Azure CLI are cross-platform and can be used on Linux and macOS.
  • Provide installation instructions using bash/zsh for Linux/macOS users, e.g., 'dotnet add package' in a bash shell.
  • Suggest alternative IDEs such as VS Code or JetBrains Rider, which are available on Linux and macOS, instead of only Visual Studio.
  • Include notes or sections on setting up the development environment on Linux (e.g., installing .NET SDK, configuring environment variables).
  • Ensure that all command-line examples are presented in a way that is platform-agnostic or provide both Windows (PowerShell) and Linux/macOS (bash) variants.
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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
2025-09-16 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