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_first
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily through its use of PowerShell-based walkthroughs and examples. All 'complete walkthrough' links for creating and transforming pipelines point to PowerShell tutorials, with no mention of Linux/macOS CLI, Bash, or cross-platform alternatives. The 'Related content' section also exclusively references PowerShell-based guides. There are no Linux/macOS-specific instructions or examples, nor is there any mention of Azure CLI, REST API, or other platform-neutral tools. This may create friction for users on non-Windows platforms.
Recommendations
  • Add equivalent walkthroughs and quickstarts using Azure CLI and Bash scripts, which are cross-platform.
  • Include references to REST API documentation for pipeline creation and management.
  • Explicitly mention that pipelines and activities can be managed from Linux/macOS using Azure CLI or REST API.
  • In 'Related content', link to non-Windows guides and tutorials.
  • When referencing code samples or automation, provide both PowerShell and Bash/Azure CLI examples.
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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
2025-08-17 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