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 and patterns such as SQL Server Management Studio (SSMS), SQL Managed Instance Agent jobs, and Windows Firewall rules. There are no examples or guidance for Linux-based management tools, nor are cross-platform alternatives mentioned. The documentation assumes familiarity with Windows networking concepts and troubleshooting tools, and does not provide parity for Linux users or administrators.
Recommendations
  • Include examples and instructions for managing Azure SQL Managed Instance and SSIS workloads using cross-platform tools such as Azure Data Studio, Azure CLI, and REST APIs.
  • Mention Linux-compatible alternatives to SSMS, such as Azure Data Studio, and provide links or examples for their use.
  • Describe how to configure network security and troubleshoot connectivity using Linux tools (e.g., iptables, firewalld, netstat, curl) alongside Windows Firewall and PowerShell.
  • Add guidance for scheduling and automating SSIS package execution using cross-platform solutions (e.g., Azure Automation, cron jobs with Azure CLI) in addition to SQL Agent jobs.
  • Ensure that troubleshooting steps and advanced scenarios do not assume Windows-only environments, and provide Linux-specific notes where relevant.
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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