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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation demonstrates a strong Windows bias by exclusively providing PowerShell commands for monitoring integration runtimes, referencing Windows-specific tools and patterns (such as the self-hosted IR being described as running on 'on-premises Windows machine'), and omitting any Linux or cross-platform CLI examples. There is no mention of Bash, Azure CLI, or REST API alternatives, and all code snippets and operational guidance assume a Windows/PowerShell environment.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets, especially for monitoring integration runtimes.
  • Include REST API sample requests and responses for monitoring tasks, to support automation and cross-platform use.
  • Clarify whether self-hosted integration runtime can be installed and monitored on Linux, and if so, provide relevant instructions and examples.
  • When referencing tools or commands, present cross-platform options (e.g., Azure CLI, REST API) before or alongside PowerShell.
  • Avoid language that assumes the self-hosted IR is always on Windows unless this is a technical limitation; if so, state it explicitly.
  • Add Bash shell examples where appropriate, especially for scripting and automation scenarios.
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets