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
powershell_heavy
windows_tools
windows_first
Summary
The documentation demonstrates a moderate Windows bias. It references PowerShell and SSMS (SQL Server Management Studio, a Windows-only tool) for management and scripting tasks, and the 'ms.devlang' metadata is set to PowerShell. All scripting and management examples use T-SQL and SSMS, with no mention of cross-platform tools like Azure CLI, Azure Data Studio, or Linux-based workflows. There are no explicit Linux examples or guidance for non-Windows environments, and the documentation assumes the use of Windows-centric tools for orchestration and job management.
Recommendations
  • Provide equivalent examples using Azure CLI for all PowerShell-based or portal-based instructions, especially for creating and managing Azure-SSIS IR and failover groups.
  • Mention and provide examples using Azure Data Studio (which is cross-platform) as an alternative to SSMS for T-SQL scripting and job management.
  • Explicitly state which steps can be performed from Linux/macOS environments and provide guidance or links for those users.
  • Avoid assuming the use of Windows-only tools (like SSMS) as the default; instead, present cross-platform alternatives first or alongside.
  • Update metadata (e.g., ms.devlang) to reflect multi-platform support if examples are added.
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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

      IF (SELECT Top 1 role_desc FROM SSISDB.sys.dm_geo_replication_link_status WHERE partner_database = 'SSISDB') = 'PRIMARY'
         BEGIN
            IF (SELECT enabled FROM msdb.dbo.sysschedules WHERE schedule_id = <ScheduleID>) = 0
	           EXEC msdb.dbo.sp_update_schedule @schedule_id = <ScheduleID >, @enabled = 1
         END
      ELSE
         BEGIN
            IF (SELECT enabled FROM msdb.dbo.sysschedules WHERE schedule_id = <ScheduleID>) = 1
    	       EXEC msdb.dbo.sp_update_schedule @schedule_id = <ScheduleID >, @enabled = 0
         END