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
missing_linux_example
Summary
The documentation exclusively provides C#/.NET code samples and references Windows-centric authentication and tooling patterns (e.g., DefaultAzureCredential, MSAL, Azure Resource Manager), without mentioning or demonstrating how to perform equivalent tasks on Linux or macOS. There are no examples or guidance for Linux-specific development environments, nor any mention of cross-platform considerations for .NET Core/.NET 6+ or alternative authentication flows on non-Windows systems.
Recommendations
  • Explicitly state that the .NET library and code samples are cross-platform and supported on Linux/macOS, not just Windows.
  • Add instructions for installing .NET SDK and running the samples on Linux/macOS, including any required environment variables or authentication setup.
  • Provide at least one example of running the code on Linux (e.g., Ubuntu), including terminal commands for setup and execution.
  • Mention any platform-specific caveats (e.g., certificate stores, MSAL browser authentication differences) for Linux/macOS users.
  • Reference or link to equivalent documentation for other languages (e.g., Python) with Linux/macOS examples, where appropriate.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets