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 by exclusively referencing Windows-centric tools such as SQL Server Management Studio (SSMS) and SQL Managed Instance Agent jobs, with no mention of Linux alternatives or cross-platform tools. There are no examples or instructions for Linux environments, and the documentation assumes familiarity with Windows networking concepts (e.g., NSG, Windows Firewall). The use of Windows terminology and tools is presented as the default or only option, with no parity for Linux users.
Recommendations
  • Include examples and instructions for managing Azure SQL Managed Instance and SSIS workloads from Linux environments, such as using Azure CLI, Data Factory REST API, or cross-platform SQL tools.
  • Mention cross-platform alternatives to SSMS, such as Azure Data Studio, and provide guidance for their use.
  • Clarify which steps or tools are Windows-specific and provide Linux equivalents where possible (e.g., firewall configuration, agent job scheduling).
  • Add explicit notes or sections for Linux users, including troubleshooting and setup steps relevant to non-Windows platforms.
  • Ensure that references to tools and patterns do not assume a Windows-first audience, and present cross-platform options alongside Windows ones.
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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