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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by focusing exclusively on SQL Server (a Microsoft/Windows-centric database) and referencing installation of Self-hosted integration runtime on the same machine as SQL Server, which is typically a Windows environment. There are no examples or mentions of Linux-based SQL Server deployments, nor are Linux-specific instructions or parity considerations provided. The tutorial referenced is 'transform data-spark-powershell', which implies a Windows/PowerShell-first approach, with no mention of Bash or Linux CLI alternatives.
Recommendations
  • Include explicit instructions and examples for deploying Self-hosted integration runtime on Linux machines, especially for SQL Server on Linux.
  • Reference Linux-compatible tools and workflows (e.g., Bash, Azure CLI) alongside or before Windows/PowerShell examples.
  • Clarify that SQL Server can run on Linux and provide links or steps for such deployments.
  • Add parity in tutorials by offering both PowerShell and Bash/CLI walkthroughs.
  • Mention cross-platform considerations for integration runtime installation and management.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-17 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