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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows tools and workflows (Visual Studio, Windows Update artifact), providing examples and screenshots only for Windows environments, and omitting Linux equivalents or alternatives. PowerShell is mentioned as a supported implementation, but there are no Linux shell or cross-platform examples. The walkthrough assumes use of Visual Studio and Windows-centric artifacts, with no mention of Linux development tools or update artifacts.
Recommendations
  • Add equivalent Linux examples, such as using VS Code or CLI-based workflows for building and deploying Azure Functions.
  • Include instructions and screenshots for deploying from Linux or macOS environments.
  • Mention and provide examples for Linux VM update artifacts (e.g., apt or yum updates) alongside the Windows Update artifact.
  • Highlight cross-platform tools (e.g., Azure CLI, VS Code) before or alongside Windows-specific tools like Visual Studio.
  • Provide parity in sample code and walkthroughs for both C# and PowerShell, as well as Python or Bash for Linux users.
  • Explicitly state support for Linux VMs and provide guidance for extending DevTest Labs with Linux-focused scenarios.
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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