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 exhibits mild Windows bias. When discussing key regeneration, PowerShell is mentioned before Azure CLI, and the PowerShell cmdlet is described in more detail. The only code sample for AMQP-level SAS token usage is in C#, a language strongly associated with Windows development. There are no explicit Linux shell or cross-platform code examples (e.g., Bash, Python, JavaScript) for generating SAS tokens or performing Service Bus operations. References to tools and SDKs are generally platform-agnostic, but the ordering and example choices favor Windows and Windows-centric patterns.
Recommendations
  • Present Azure CLI commands before or alongside PowerShell commands, emphasizing CLI as a cross-platform tool.
  • Add code samples for SAS token generation and AMQP-level usage in other languages (e.g., Python, JavaScript, Java) and/or using Bash scripts.
  • Include explicit Linux/macOS shell examples for common administrative tasks (e.g., using curl for HTTP requests, using Azure CLI for key management).
  • Clarify that all management operations can be performed from Linux/macOS as well as Windows, and provide links to cross-platform SDK documentation.
  • Where possible, use neutral language and ordering (e.g., 'Using Azure CLI or PowerShell' rather than 'PowerShell or Azure CLI').
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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 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

Flagged Code Snippets