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
missing_linux_example
Summary
The documentation covers monitoring for both Windows and Linux Service Fabric clusters, but there are several areas where Windows tools and patterns are mentioned first or exclusively, and Linux equivalents are referenced later or less prominently. Some examples and tutorials are Windows/.NET-centric, and certain features (like EventStore APIs) are Windows-only, but this is clearly stated. Linux monitoring is supported, but configuration details and examples are less visible or are referenced via links rather than inline explanations.
Recommendations
  • Ensure Linux monitoring configuration steps and examples are as prominent and detailed as Windows ones, especially for cluster and infrastructure monitoring.
  • Provide Linux-specific tutorials and code samples (e.g., for application logging, cluster diagnostics, and performance counters) alongside Windows/.NET examples.
  • Mention Linux tools and patterns (such as LTTng, Syslog, and relevant logging frameworks) before or alongside Windows tools like ETW and Event Viewer.
  • Clarify which features are Windows-only and provide alternative approaches for Linux users where possible.
  • Add links to Linux-focused monitoring partner integrations and open source tools.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets