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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is frequently mentioned as a primary automation tool, with no equivalent Bash or Linux shell examples provided. Visual Studio is referenced as a deployment tool, but alternatives for Linux users (such as VS Code or CLI-only workflows) are not discussed. In several places, Windows-centric tools and terminology (e.g., PowerShell, Visual Studio, RemoteAccess plugins) are used without Linux parity or examples. The order of tool presentation often lists Windows tools before cross-platform or Linux-friendly options.
Recommendations
  • Include Bash/Azure CLI examples alongside PowerShell for all resource creation and deployment steps.
  • Explicitly mention cross-platform alternatives to Visual Studio, such as VS Code or direct use of ARM templates and CLI.
  • Clarify which steps and tools are available and supported on Linux/macOS, and provide links to relevant documentation.
  • Where Windows-specific plugins or modules are referenced (e.g., RemoteAccess), note their relevance or alternatives for Linux-based deployments.
  • Ensure that documentation does not assume a Windows environment by default, and balance tool references (e.g., list Azure CLI before or alongside PowerShell).
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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