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
Summary
The documentation page exhibits mild Windows bias in its recommendations and instructions. In the 'TIP' section, it suggests using Visual Studio and PowerShell's Invoke-RestMethod to test HTTP requests, both of which are Windows-centric tools, without mentioning equivalent Linux/macOS tools (such as curl or wget). Additionally, the instructions for managing certificate permissions for ClientCertificate authentication are exclusively written for Windows (using MMC and Windows certificate stores), with no mention of how to perform similar tasks on Linux or macOS self-hosted integration runtime environments.
Recommendations
  • In the 'TIP' section, add Linux/macOS-friendly tools such as curl and wget as alternatives for testing HTTP requests.
  • For certificate management, provide instructions or references for installing and managing certificates on Linux and macOS self-hosted integration runtime hosts (e.g., using openssl, keytool, or system-specific certificate stores).
  • Where authentication examples reference Windows-specific mechanisms, clarify cross-platform support and provide guidance for non-Windows environments.
  • Ensure that any UI or tool recommendations are platform-neutral or include alternatives for all major operating systems.
GitHub Create Pull Request

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