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 primarily demonstrates authentication using .NET console applications, which are most commonly run on Windows. The highlighted code samples and walkthroughs focus exclusively on .NET and do not provide equivalent examples for Linux/macOS environments or other languages/platforms. Additionally, instructions for running the sample application do not mention cross-platform compatibility or alternative steps for Linux/macOS users. The 'Next steps' section lists Azure PowerShell before Azure CLI, subtly prioritizing Windows tooling.
Recommendations
  • Explicitly state whether the .NET sample is cross-platform and provide instructions for running it on Linux/macOS (e.g., using .NET Core/.NET 5+).
  • Add code samples or walkthroughs for Java and JavaScript, as referenced in the 'Samples' section, to demonstrate authentication from non-Windows environments.
  • In the 'Next steps' section, list Azure CLI before Azure PowerShell or clarify that both are available on all platforms.
  • Include troubleshooting notes or environment setup instructions for Linux/macOS users.
  • Where possible, use language-neutral or cross-platform examples in highlighted code sections.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
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