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 page demonstrates a strong Windows bias. All command-line examples use PowerShell, with explicit references to Windows file paths (e.g., C:\ADF\RunSSISPackage) and no mention of Linux-compatible alternatives (such as Bash, Azure CLI, or cross-platform scripting). The PowerShell section is extensive and presented as the only automation option, with no Linux or macOS guidance. Windows tools and patterns (PowerShell cmdlets, .json files in Windows folders) are referenced exclusively and before any Linux equivalents (which are absent).
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for Linux/macOS users.
  • Use cross-platform file paths in examples, or note how to adapt them for Linux/macOS (e.g., /home/user/ADF/RunSSISPackage).
  • Explicitly state that Azure Data Factory and SSIS can be managed from Linux/macOS, and link to relevant cross-platform tooling.
  • Add a section on running and monitoring pipelines using Azure CLI, including creation of linked services, pipelines, and triggers.
  • Where PowerShell is referenced, clarify that it is available on Linux/macOS, or offer alternatives for users who prefer native shell environments.
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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

Flagged Code Snippets