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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell and CLI as primary automation tools, providing .NET sample code (which is most commonly used on Windows), and linking to samples that are Windows-centric (e.g., .NET/PowerShell). There are no explicit Linux shell (bash) or cross-platform language examples (such as Python), nor are Linux-specific tools or workflows mentioned. The ordering and phrasing ("PS/CLI") also places PowerShell before CLI, reinforcing Windows-first patterns. The absence of Linux or bash examples, and the lack of mention of Linux-specific considerations, further highlight the bias.
Recommendations
  • Add explicit bash (Linux shell) examples for all CLI operations, including setup, failover, and monitoring.
  • Include sample code in cross-platform languages such as Python or Java, and link to those samples in addition to .NET.
  • Reference Azure CLI commands directly in the main setup and management sections, not only as an alternative to PowerShell.
  • Ensure that all instructions and screenshots are applicable to both Windows and Linux environments, or clearly indicate any platform-specific differences.
  • Mention Linux-specific considerations for Service Bus management, such as authentication, environment setup, and automation.
  • Provide guidance or links for using REST API from Linux environments, including curl examples.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased