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
powershell_heavy
windows_first
Summary
The documentation page exhibits a moderate Windows bias. It references Windows-centric tools (SSDT, SSMS, dtutil) as 'familiar tools' for deploying and running SSIS packages, and highlights Azure PowerShell as a primary method for provisioning Azure-SSIS IR. There are no explicit Linux/macOS alternatives or parity examples for these tasks, and Windows tools are mentioned before any cross-platform or portal-based options.
Recommendations
  • Explicitly mention cross-platform alternatives for SSIS package deployment and management, such as Azure CLI, REST API, or Data Factory web portal, especially for users on Linux/macOS.
  • Provide example workflows or scripts using Azure CLI or REST API for provisioning Azure-SSIS IR, alongside PowerShell examples.
  • Clarify which tools (e.g., dtutil, SSDT, SSMS) are Windows-only and suggest platform-agnostic alternatives or remote access strategies for non-Windows users.
  • Reorder examples so that platform-neutral methods (portal, ARM templates, REST API) are presented before Windows-specific tools.
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
2025-08-17 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