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
windows_tools
Summary
The documentation page is largely platform-neutral, focusing on Azure portal, Event Grid, and Kusto queries, which are accessible from any OS. However, there is a subtle Windows bias in the SDK version examples, which exclusively show Windows environments (Node.js and .NET SDKs running on Windows) and do not mention or show Linux/macOS equivalents. Additionally, the only external code sample referenced is for .NET (Windows-centric), with no mention of Linux/macOS or cross-platform alternatives.
Recommendations
  • Include SDK version examples for Linux and macOS environments alongside Windows examples to demonstrate parity.
  • Reference or link to Event Hubs client samples for Python, Java, or Node.js, which are cross-platform, not just .NET.
  • Explicitly state that all monitoring and analytics features (Azure portal, Kusto queries, Event Grid) are accessible from Linux/macOS as well as Windows.
  • Where screenshots or instructions reference the Azure portal, clarify that it is web-based and OS-independent.
  • If CLI or scripting is relevant, provide examples for Azure CLI (cross-platform) in addition to any PowerShell or .NET references.
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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