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
windows_tools
missing_linux_example
Summary
The documentation page for Azure Logic Apps exhibits a Windows bias in several areas. Windows-specific tools and patterns (such as PowerShell scripts and App Service Environment v3 'Windows plans only') are mentioned explicitly, often before or instead of Linux equivalents. Examples and instructions reference Windows-centric technologies (Office 365, BizTalk Server, PowerShell) and do not provide parity with Linux alternatives (e.g., Bash scripting, Linux hosting, open-source connectors). There is a lack of Linux-specific examples, and cross-platform tooling is not highlighted equally.
Recommendations
  • Include Linux-specific examples for scripting (e.g., Bash, Python) alongside PowerShell and .NET.
  • Clarify hosting options for Linux, especially for App Service Environment and single-tenant Logic Apps.
  • Mention and provide examples for open-source and non-Microsoft connectors and tools.
  • Ensure parity in documentation for workflow creation and management using Azure CLI and other cross-platform tools, not just PowerShell.
  • Add explicit guidance for deploying and managing Logic Apps from Linux environments.
  • Highlight Visual Studio Code and other cross-platform editors equally with Windows-centric tools.
  • Where Windows-only features are mentioned, clearly indicate Linux alternatives or limitations.
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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean