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
windows_heavy_examples
Summary
The documentation demonstrates a clear Windows bias. Windows platforms (WNS, MPNS) and related credential objects are consistently mentioned first and in greater detail than their Linux or cross-platform counterparts. Many code examples focus on Windows-specific push notification services (WNS, MPNS), and Windows credential setup is shown as the primary example. There is no mention of Linux-specific tools, shell commands, or development patterns, and the documentation assumes familiarity with Windows notification concepts.
Recommendations
  • Provide equal prominence to Android (FCM) and iOS (APNS) examples and credential setup, not just Windows.
  • Include Linux/macOS shell command equivalents (e.g., show how to build with Maven using bash/sh, not just 'cmd').
  • Reorder examples so that cross-platform or most widely-used platforms (Android/iOS) are presented before or alongside Windows.
  • Add explicit notes or sections for Linux/macOS users, including troubleshooting and environment setup.
  • Ensure that links and sample projects are not Windows-centric and include cross-platform sample apps.
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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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

Notification n = Notification.createWindowsNotification("WNS body");
hub.sendNotification(n, "InstallationId:{installation-id}");