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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
⚠️ powershell_heavy
Summary:
The documentation demonstrates a strong Windows bias by exclusively using Visual Studio for building and deploying the sample, referencing only C# and PowerShell implementations, and providing instructions and screenshots solely for Windows tools and workflows. There are no Linux or cross-platform alternatives mentioned for development, deployment, or testing. The sample scenario also focuses on applying Windows Update artifacts, with no mention of Linux VM management or equivalent artifacts.
Recommendations:
  • Provide equivalent instructions for developing, building, and deploying the sample using cross-platform tools such as VS Code, Azure CLI, or the Azure Functions Core Tools.
  • Include Linux-based examples, such as managing Linux VMs in DevTest Labs or applying Linux-specific artifacts.
  • Offer sample code in additional languages (e.g., Python, JavaScript) that are commonly used in cross-platform environments.
  • Add screenshots and step-by-step instructions for Linux/macOS environments, not just Windows/Visual Studio.
  • Reference automation and scripting options that work natively on Linux (e.g., Bash scripts, Azure CLI) alongside or before PowerShell.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased