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 Windows bias by focusing on Windows-centric tools and workflows. All step-by-step instructions use Visual Studio, a Windows-first IDE, and screenshots are exclusively from Windows environments. The sample code is provided in C# and PowerShell, both commonly used on Windows. The walkthrough references Windows-specific artifacts (Windows Update) and PowerShell automation, with no mention of Linux equivalents or cross-platform alternatives. There are no examples or instructions for using Linux-based development environments, editors, or deployment workflows.
Recommendations
  • Add instructions and screenshots for using cross-platform tools such as VS Code, Azure CLI, or GitHub Actions to build and deploy the sample.
  • Provide Linux shell (bash) examples for service principal creation and Azure Functions deployment.
  • Include sample code and deployment steps for Python or JavaScript Azure Functions, which are popular on Linux.
  • Reference Linux-compatible artifacts and automation patterns, such as package updates for Ubuntu or CentOS VMs.
  • Clarify that the sample can be built and deployed from non-Windows environments, and provide explicit steps for doing so.
GitHub Create Pull Request

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