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
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell as the primary tool for creating Logic App templates, without mentioning or providing examples for equivalent Linux-friendly tools such as Azure CLI or Bash scripting. The only explicit tooling guidance is for Azure PowerShell, which is most commonly used on Windows. There are no Linux or cross-platform command-line examples, nor are Linux-native tools or workflows discussed. This may lead Linux or macOS users to believe that Windows is required or preferred for these tasks.
Recommendations
  • Add Azure CLI examples alongside or in place of Azure PowerShell references, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • When mentioning tools, list Azure CLI first or equally with PowerShell to avoid the impression of Windows-first bias.
  • Provide explicit Bash or shell script examples for common deployment tasks, such as deploying ARM templates or managing parameters files.
  • Include a note clarifying that all template and deployment operations can be performed on Linux, macOS, and Windows, and link to relevant cross-platform documentation.
  • Where possible, avoid referencing Windows-specific tools (e.g., PowerShell modules) as the only option for template generation or deployment.
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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