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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation demonstrates a mild Windows bias. PowerShell and SDK are mentioned as primary programmatic interfaces for making changes to Data Factory, with no mention of Linux-native tools or CLI alternatives. Windows-specific tools and patterns (e.g., PowerShell, Azure Portal UI, Microsoft Edge browser) are referenced, and troubleshooting steps and notes often assume a Windows environment. There are no explicit Linux or cross-platform command-line examples, and the documentation does not highlight parity for Linux users.
Recommendations:
  • Include Azure CLI examples alongside or instead of PowerShell for programmatic interactions, as Azure CLI is cross-platform.
  • Mention that both PowerShell and Azure CLI are available, and provide links to relevant documentation for both.
  • When referencing browser compatibility issues (e.g., Microsoft Edge), clarify if there are any issues or recommendations for Linux browsers (e.g., Chrome, Firefox on Linux).
  • Add notes or sections for Linux/macOS users, especially for tasks like authentication, repository connection, and troubleshooting.
  • Avoid assuming the use of Windows tools or UI patterns; where possible, use neutral language or provide parity for Linux environments.
  • Explicitly state that all features are available regardless of OS, or note any exceptions.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

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