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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell commands for pipeline deployment and execution, referencing Windows file paths (e.g., C:\ADF), and omitting equivalent instructions for Linux/macOS environments. No Bash, Azure CLI, or cross-platform guidance is offered, and Windows-centric tooling is assumed throughout.
Recommendations
  • Add equivalent Azure CLI and Bash examples for pipeline deployment and execution, suitable for Linux/macOS users.
  • Use cross-platform file path conventions in examples (e.g., /home/user/ADF or relative paths) or clarify path differences.
  • Explicitly mention that PowerShell commands can be run on Linux/macOS via PowerShell Core, or provide alternative instructions.
  • Include a section comparing PowerShell and Azure CLI usage for Data Factory, highlighting platform compatibility.
  • Review and update tutorials and quickstarts to ensure Linux parity and avoid assuming a Windows environment by default.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets