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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias primarily through exclusive references to Windows-centric tools and patterns, such as SQL Server Management Studio (SSMS) and SQL Agent jobs, without mentioning or providing Linux alternatives. There are no examples or guidance for Linux users, nor are cross-platform tools like Azure Data Studio or CLI-based workflows highlighted. The documentation assumes a Windows environment for management and automation tasks, and does not address Linux-specific considerations or parity.
Recommendations
  • Include examples using cross-platform tools such as Azure Data Studio, Azure CLI, or PowerShell Core (which runs on Linux).
  • Explicitly mention Linux compatibility for SSIS package deployment and management, and provide steps for Linux users where possible.
  • Add guidance for managing SSIS workloads and Azure SQL Managed Instance from Linux environments, including automation via bash scripts or other Linux-native tools.
  • Reference SQL Agent alternatives or scheduling mechanisms available on Linux, such as cron jobs or Azure Automation.
  • Ensure that documentation sections do not assume SSMS or Windows-only workflows, and present cross-platform options first or alongside Windows options.
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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
2025-09-08 00:00 #105 completed 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