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 shows evidence of Windows bias in two main areas. First, Windows-specific tools (Visual Studio, PowerShell's Invoke-RestMethod, MMC for certificate management) are mentioned as primary or sole examples for testing HTTP requests and managing certificates. Second, instructions for certificate permissions and installation are exclusively described using Windows tools and terminology, with no mention of Linux equivalents or cross-platform alternatives.
Recommendations
  • Include Linux and cross-platform tools for testing HTTP requests, such as curl, wget, or httpie, alongside PowerShell and Visual Studio.
  • Add instructions for managing client certificates on Linux systems, such as using openssl, certutil, or updating permissions in /etc/ssl/certs.
  • When describing authentication types (e.g., Windows authentication), clarify platform applicability and provide alternatives for Linux environments.
  • Ensure that examples and troubleshooting steps are provided for both Windows and Linux self-hosted Integration Runtime hosts.
  • Where possible, use neutral, cross-platform terminology and tools first, or present Windows and Linux options side-by-side.
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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