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_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by prioritizing PowerShell-based deployment instructions, referencing Windows-centric tools and patterns (such as PowerShell and ARM templates), and omitting explicit Linux or cross-platform CLI examples. The Python deployment instructions require Visual Studio Code, which, while cross-platform, is not the default or most common development environment on Linux. There are no examples using Azure CLI, Bash, or other Linux-native tools, and the PowerShell manual deployment is described before the Python method.
Recommendations:
  • Add explicit Linux/Bash/Azure CLI examples for deploying and managing Azure Functions-based connectors.
  • Include instructions for deploying Python-based connectors using the Azure CLI or other Linux-native tools, not just Visual Studio Code.
  • Present deployment options in a neutral order or explicitly state that all methods are cross-platform where applicable.
  • Reference cross-platform tools (e.g., Azure CLI, REST API) alongside or before Windows/PowerShell-specific tools.
  • Clarify that PowerShell Core is cross-platform, but provide equivalent Bash or shell script examples for Linux users.
  • Add a section or callout for Linux/macOS users to ensure parity and inclusivity.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased