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 consistently referencing Azure PowerShell for resource creation and deployment steps, omitting equivalent Azure CLI or Bash examples. Windows-centric tools (PowerShell, Visual Studio, RDP extension) are mentioned exclusively or before alternatives, and Linux-friendly patterns (Azure CLI, SSH, Bash) are not provided. The extension example uses RDP and a Windows-specific publisher, further reinforcing the bias.
Recommendations
  • Add Azure CLI examples alongside or before PowerShell for all resource creation and deployment steps.
  • Reference Bash and Linux shell usage for uploading files and managing resources.
  • Include SSH extension examples in addition to RDP for remote access, and mention Linux-compatible diagnostics extensions.
  • Avoid language such as 'DeployFromVisualStudio' unless parity for Linux IDEs (e.g., VS Code) is described.
  • Ensure all portal and command-line instructions are platform-neutral or offer both Windows and Linux alternatives.
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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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets