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
Summary
The documentation provides only a C# example using the Microsoft.IdentityModel.Tokens NuGet package for generating the client secret JWT, which is a Windows/.NET-centric approach. There are no examples or references for generating the JWT using common Linux tools (such as OpenSSL, Python, or Node.js), nor are cross-platform command-line instructions provided. The documentation implicitly assumes a Windows/.NET development environment.
Recommendations
  • Add examples for generating the client secret JWT using cross-platform tools such as OpenSSL, Python (e.g., PyJWT), or Node.js (e.g., jsonwebtoken).
  • Include command-line instructions that work on Linux/macOS as well as Windows.
  • Reference open-source, platform-agnostic libraries for JWT creation and signing.
  • Explicitly mention that the process can be completed on any OS and provide links or code samples for non-Windows environments.
  • Consider reordering or supplementing the C#/.NET example with a Linux-first or cross-platform example to ensure parity.
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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