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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily by referencing Azure PowerShell (and its LogicAppTemplate module) as the only explicit tool for creating Logic App templates, without mentioning or providing examples for cross-platform or Linux-native alternatives such as Azure CLI, Bicep, or REST API usage. There are no Linux shell or cross-platform command-line examples, and the only automation tooling guidance is Windows-centric. Additionally, in the 'Next steps' and throughout the page, there is no mention of Linux or macOS workflows, nor are there links to Linux-friendly tools or instructions.
Recommendations
  • Include Azure CLI examples for creating and deploying Logic App ARM templates, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Mention and provide examples for using Bicep, which is also cross-platform and increasingly recommended for ARM template authoring.
  • Reference REST API and/or GitHub Actions for template deployment, both of which are platform-agnostic.
  • When mentioning PowerShell, clarify that Azure PowerShell is available cross-platform, and provide installation and usage notes for Linux/macOS.
  • Add a 'Platform support' note early in the document, clarifying that all template operations can be performed from Windows, Linux, or macOS.
  • Ensure that any automation or scripting guidance is presented in a platform-neutral way, or provide parallel examples for both PowerShell and Bash/Azure CLI.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
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 Biased Biased

Flagged Code Snippets