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 page demonstrates a bias towards Windows environments by providing only C# code examples (which are most commonly used on Windows), referencing the Microsoft.IdentityModel.Tokens NuGet package, and not mentioning or providing examples for Linux or cross-platform tools/languages (such as OpenSSL, Python, or Node.js) for generating JWTs. There are no CLI or scripting examples for Linux/macOS users, and the documentation assumes a Windows/.NET development environment.
Recommendations
  • Add examples for generating and signing the JWT client secret using cross-platform tools such as OpenSSL, Python (e.g., PyJWT), or Node.js (e.g., jsonwebtoken).
  • Provide command-line instructions for Linux/macOS users, such as using OpenSSL to handle the .p8 key and generate signatures.
  • Mention and link to cross-platform libraries and tools for JWT creation, not just .NET/NuGet packages.
  • Include a note clarifying that the process can be completed on any OS, and provide parity in examples for both Windows and Linux/macOS environments.
  • If referencing application settings or file editing, mention relevant editors and commands for Linux/macOS as well as Windows.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-16 00:00 #82 cancelled Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets