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_tools
windows_first
powershell_heavy
Summary
The documentation demonstrates Windows bias primarily in its recommendations and instructions. It suggests using Windows-specific tools (Visual Studio, PowerShell's Invoke-RestMethod, MMC for certificate management) for testing and configuration, and describes authentication using Windows credentials. Windows tools are mentioned before any cross-platform or Linux alternatives, and no Linux-specific examples or tools (such as curl, wget, or OpenSSL) are provided for equivalent tasks.
Recommendations
  • Include Linux/macOS command-line examples for testing HTTP endpoints (e.g., curl, wget).
  • Mention cross-platform certificate management tools (e.g., OpenSSL, certutil) and provide instructions for managing certificates on Linux.
  • Provide parity in authentication examples, such as how to use Basic or ClientCertificate authentication on Linux.
  • List alternative tools for API testing (e.g., Postman, curl) alongside Windows tools.
  • Avoid mentioning Windows tools exclusively or first; present cross-platform options together.
  • Clarify that the integration runtime can be hosted on Linux and provide relevant configuration guidance.
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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
2026-01-11 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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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