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 toward Windows environments by providing only a C# example using the Microsoft.IdentityModel.Tokens NuGet package (commonly used in Windows/.NET development) for generating the client secret JWT. There are no Linux/Unix command-line examples (such as using OpenSSL or Python), and no mention of cross-platform tools or scripting languages. The documentation assumes familiarity with Windows-centric development tools and omits guidance for Linux users.
Recommendations
  • Add Linux-friendly examples for generating the client secret JWT, such as using OpenSSL, Python (PyJWT), or Node.js (jsonwebtoken).
  • Explicitly mention that the client secret can be generated on any platform, and provide at least one cross-platform, command-line example.
  • Reference open-source, cross-platform libraries and tools in addition to the Microsoft.IdentityModel.Tokens NuGet package.
  • Include sample shell commands or scripts that Linux/macOS users can run to accomplish the same tasks.
  • Ensure that any instructions for configuring application settings or files are not specific to Windows file paths or tools.
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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