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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by primarily referencing Windows-centric tools and workflows. Examples include the use of PowerShell and Visual Studio/NUnit for automated testing, and the lack of explicit Linux or cross-platform alternatives. Windows tools are mentioned before any Linux equivalents, and there are no examples or guidance for Linux shell scripting, Linux-native CI/CD tools, or non-Windows development environments. The documentation assumes familiarity with Windows-based workflows and omits instructions for Linux users.
Recommendations
  • Include Linux shell (bash) and cross-platform CLI examples alongside PowerShell commands for CI/CD and testing.
  • Reference Linux-compatible testing frameworks (e.g., pytest for Python, or other .NET Core cross-platform test runners) in addition to NUnit/Visual Studio.
  • Explicitly mention that Azure CLI is cross-platform and provide sample commands for both Windows and Linux environments.
  • Add instructions or screenshots for configuring Azure Data Factory from Linux or macOS environments, not just via Azure Portal or Windows-based Studio.
  • Highlight cross-platform editors (e.g., VS Code) and workflows that work on Linux, macOS, and Windows.
  • Ensure that all automation and scripting examples are provided in both PowerShell and bash (or other common Linux shells).
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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