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 demonstrates a moderate Windows bias. PowerShell is frequently mentioned as a primary automation tool, often listed before or alongside Azure CLI and ARM templates. Visual Studio is referenced as a deployment tool, but Linux alternatives (such as VS Code or CLI-only workflows) are not discussed. There are no explicit Linux shell examples, and the use of Windows-centric terminology (e.g., PowerShell, Visual Studio) may imply a preference for Windows environments.
Recommendations
  • Include Azure CLI examples and links wherever PowerShell is mentioned, and ensure CLI is listed before or alongside PowerShell.
  • Mention cross-platform editors (such as VS Code) and CLI-based deployment workflows as alternatives to Visual Studio.
  • Add explicit Linux shell (bash) examples for common tasks, such as creating resources or deploying services.
  • Clarify that all configuration and deployment steps can be performed from Linux, macOS, or Windows environments.
  • Review related content and ensure that Linux-compatible tools and workflows are equally represented.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets