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 reliance on PowerShell-based walkthroughs and examples, both in the 'Related content' section and in references to quickstarts and tutorials. There is an absence of Linux or cross-platform CLI examples (e.g., Azure CLI, Bash), and the documentation does not mention Linux tools or provide parity for Linux users. The referenced guides and tutorials are PowerShell-centric, suggesting Windows as the default environment for automation and scripting.
Recommendations
  • Add equivalent walkthroughs and tutorials using Azure CLI and Bash scripts, ensuring Linux users have clear guidance.
  • In 'Related content', include links to quickstarts and tutorials for Linux and cross-platform environments, not just PowerShell.
  • Explicitly mention that pipelines and activities can be managed from Linux/macOS environments, and provide examples.
  • Where PowerShell is referenced, add parallel instructions for Azure CLI or REST API usage.
  • Review referenced sample code and ensure it is platform-agnostic or provide alternatives for Linux users.
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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