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
missing_linux_example
powershell_heavy
windows_first
Summary
The documentation page does not show explicit Windows bias in terms of tooling or examples, but there are notable gaps in Linux parity. Powershell samples are marked as 'pending', and there are no Linux-specific shell or CLI examples. The documentation does not mention Windows-specific tools, but the absence of Linux shell (bash/zsh) or CLI examples, and the lack of parity in Powershell and Python samples, suggest a bias toward Windows-centric development environments. Additionally, C# (commonly used on Windows) examples are presented first and most completely.
Recommendations
  • Add complete Powershell samples to achieve parity with other languages.
  • Provide Linux shell (bash/zsh) or Azure CLI examples for common tasks, such as configuring bindings or retrieving connection info.
  • Ensure Python samples are as complete as C# and JavaScript samples.
  • Explicitly mention cross-platform compatibility and provide guidance for both Windows and Linux environments.
  • If any configuration or deployment steps differ between Windows and Linux, document both workflows.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled 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