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
missing_linux_example
Summary
The documentation page exhibits a mild Windows bias. In the SDK version section, only Windows-based examples are provided for the Node.js and .NET SDKs, with explicit references to Windows OS versions. There are no Linux or macOS examples or mentions. Additionally, when referencing sample code for reading events from Azure Event Hubs, only a .NET (Windows-centric) sample is linked, with no mention of Linux-friendly languages or tools. Throughout the document, there are no examples or instructions that specifically address Linux environments, nor is there guidance for Linux users on how to perform monitoring tasks outside the Azure Portal.
Recommendations
  • Add SDK version examples for Linux and macOS platforms alongside Windows examples to demonstrate cross-platform support.
  • Include links to sample code for reading events from Event Hubs in Linux-friendly languages such as Python, Java, or Node.js.
  • Explicitly mention that the Azure Portal and monitoring features are accessible from any OS, and provide CLI or script examples (e.g., using Azure CLI, Bash) for common monitoring tasks.
  • Where screenshots or instructions reference Windows-specific UI or terminology, clarify that the steps are OS-agnostic or provide Linux/macOS equivalents if applicable.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets