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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. It exclusively uses Visual Studio for building and deploying the sample, with no mention of cross-platform alternatives like VS Code or CLI-based workflows. The walkthrough references Windows-specific artifacts (Windows Update), and PowerShell is highlighted as a method for creating service principals, with no Linux shell or Bash examples. There are no instructions or screenshots for Linux/macOS users, nor any mention of how to complete the process outside of Windows/Visual Studio.
Recommendations
  • Add instructions for building and deploying the sample using cross-platform tools such as VS Code, Azure CLI, or GitHub Actions.
  • Include Linux/macOS-specific examples for creating service principals (e.g., Bash/Azure CLI commands).
  • Provide parity for artifact application, such as mentioning or demonstrating Linux update artifacts if available.
  • Add screenshots and workflow steps for non-Windows environments, especially for development and deployment.
  • Clarify that the sample can be adapted for Linux/macOS and provide guidance for doing so.
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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
2025-08-17 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