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
missing_linux_example
Summary
The documentation demonstrates a Windows bias by exclusively referencing Windows-centric tools and workflows such as SSMS (SQL Server Management Studio), PowerShell, and Windows-style scripting for job management. All examples and instructions for orchestration, job scripting, and IR management use Windows tools or interfaces (Azure portal, SSMS, PowerShell), with no mention of Linux-native equivalents or cross-platform alternatives. There are no examples using Linux CLI, Azure CLI, or other non-Windows tools, and the documentation assumes the reader is familiar with Windows environments and patterns.
Recommendations
  • Provide equivalent instructions and examples using Azure CLI and/or REST API for all steps currently covered with PowerShell or portal UI.
  • Include guidance for managing SSIS jobs and schedules using cross-platform tools, such as Azure Data Studio (which runs on Linux/Mac), or T-SQL scripts that can be executed from any OS.
  • Add explicit Linux/macOS workflow examples for starting/stopping IRs, managing failover, and scripting job migration.
  • Reference and link to documentation for Linux-compatible tools where possible (e.g., Azure CLI, Data Studio).
  • Clarify which steps require Windows-only tools and suggest alternatives or workarounds for non-Windows users.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets