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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a notable Windows bias by exclusively providing PowerShell-based examples and cmdlets for monitoring integration runtimes in Azure Data Factory. There are no CLI, Bash, or cross-platform code samples, and the self-hosted integration runtime is described as being installed on 'on-premises Windows machine' with no mention of Linux support or alternatives. Windows tools and patterns (PowerShell, SSMS, SSDT) are referenced throughout, while Linux/macOS users are left without guidance or parity.
Recommendations
  • Add equivalent Azure CLI examples for all monitoring tasks, especially for getting integration runtime status and metrics.
  • Clarify whether self-hosted integration runtime can be installed on Linux/macOS, and provide instructions or links if supported.
  • Include Bash or shell script examples for JSON output parsing and monitoring.
  • Mention and document cross-platform tools (e.g., Azure portal, REST API) for monitoring, with examples.
  • Rephrase references to 'Windows machine' to 'supported operating systems' and specify OS requirements.
  • Ensure that all code samples and instructions are presented for both Windows and Linux/macOS users, or clearly state platform limitations.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets