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
Summary
The documentation page exhibits moderate Windows bias, especially in the Azure PowerShell section. PowerShell is presented as a primary automation method, with explicit instructions for installing Azure PowerShell on Windows and creating files in Windows-style paths (e.g., C:\ADFv2QuickStartPSH\). The PowerShell section precedes the Azure CLI section, and the prerequisites and examples assume a Windows environment. While Azure CLI, .NET, Python, and ARM template methods are also documented (and are cross-platform), the PowerShell and Windows-centric instructions may create friction for Linux/macOS users.
Recommendations
  • Add explicit instructions for installing and using Azure PowerShell on Linux/macOS, including alternative installation commands and notes about cross-platform compatibility.
  • When referencing file paths, use platform-agnostic examples (e.g., ./ADFv2QuickStartPSH/MyTrigger.json) or provide both Windows and Unix-style paths.
  • In the PowerShell section, clarify that Azure PowerShell is available on Linux/macOS and link to relevant installation guides.
  • Reorder CLI and PowerShell sections, or introduce CLI first, as it is more universally available and platform-neutral.
  • Where possible, provide Bash or shell script equivalents for common automation tasks.
  • Add a short note at the beginning of the automation sections highlighting cross-platform support and pointing to relevant documentation for non-Windows users.
GitHub Create Pull Request

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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets