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
missing_linux_example
Summary
The documentation demonstrates a bias toward Windows environments by referencing PowerShell, SSMS (SQL Server Management Studio), and Windows-centric orchestration tools and patterns. Examples and instructions are given primarily for Azure portal, ADF UI, SSMS, and PowerShell, with no mention of Linux-native tools or cross-platform alternatives. The scripting and job management sections rely on SSMS and T-SQL, both traditionally Windows-focused. There are no examples or guidance for Linux users, such as using Azure CLI, Data Studio, or other cross-platform tools.
Recommendations
  • Provide equivalent examples using Azure CLI for all steps currently shown with PowerShell or portal/ADF UI.
  • Include instructions for using cross-platform tools such as Azure Data Studio instead of or alongside SSMS.
  • Explicitly mention Linux compatibility and provide steps for Linux environments, including package installation and orchestration.
  • Add notes or sections for users operating from macOS or Linux, highlighting any differences or additional requirements.
  • Ensure all code snippets and automation scripts are runnable on Linux (e.g., bash scripts, CLI commands) and not just PowerShell.
  • Reference cross-platform documentation and tools where available, and avoid assuming SSMS or PowerShell as the default.
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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