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_tools
windows_first
Summary
The documentation page exhibits moderate Windows bias. PowerShell is mentioned as the primary scripting tool for testing ARM templates (arm-ttk), with no equivalent Bash or Linux-native tool referenced. The authoring tools highlighted are Visual Studio and Visual Studio Code, both of which are strongly associated with Windows (though VS Code is cross-platform, Visual Studio is Windows-only). The CI/CD integration section references Azure DevOps and Visual Studio projects, which are more common in Windows environments. While deployment options include Azure CLI and Bash scripts, PowerShell is often mentioned first or exclusively in some contexts.
Recommendations
  • Include explicit Bash and Azure CLI examples for template testing and deployment, especially where PowerShell is referenced.
  • Mention cross-platform alternatives to Visual Studio for authoring templates, such as VS Code (with emphasis on its Linux support) or other editors.
  • Reference Linux-native CI/CD tools (e.g., GitHub Actions, Jenkins) alongside Azure DevOps and Visual Studio projects.
  • When listing deployment options, alternate the order or explicitly state Linux compatibility for each method.
  • Provide links to Linux-specific documentation or tutorials for ARM template authoring, testing, and 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
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets