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
Summary
The documentation provides code samples for C# and JavaScript, but for Python and PowerShell, it states that complete samples are pending. There is no evidence of Windows-specific tools, PowerShell-heavy content, or Windows-first ordering. However, the lack of Linux-oriented or cross-platform examples (such as bash, CLI, or Python samples) indicates a bias towards languages and patterns more commonly used on Windows, with incomplete parity for Linux-preferred environments.
Recommendations
  • Add complete Python samples, as Python is widely used on Linux.
  • If PowerShell samples are added, ensure bash or shell equivalents are also provided for Linux users.
  • Include Azure CLI examples for configuration and troubleshooting steps, not just .NET/C# references.
  • Explicitly mention cross-platform compatibility in setup and troubleshooting sections.
  • Ensure all language pivots (Python, PowerShell, Java) have equal coverage and working samples.
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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
2026-01-12 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased