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 Azure Service Fabric clusters on both Windows and Linux, but there is a notable Windows bias in several areas. Windows-specific tools (such as EventStore APIs and Diagnostics Agent) are mentioned first or exclusively, with Linux equivalents referenced later or in less detail. Some examples and tutorials focus on Windows clusters or .NET applications, with Linux-specific guidance often relegated to links or brief notes. The EventStore APIs are Windows-only, and Windows event channels (ETW/Event Viewer) are described in detail, while Linux channels (LTTng/Syslog) are mentioned but not explained as thoroughly. Linux configuration steps and examples are less prominent.
Recommendations
  • Provide Linux-specific examples and tutorials with equal prominence to Windows ones, especially for cluster and infrastructure monitoring.
  • Expand explanations of Linux event channels (LTTng/Syslog) and their configuration, matching the detail given to Windows (ETW/Event Viewer).
  • Include Linux-focused sample queries and alert rules, and clarify any differences in setup or available metrics.
  • Ensure that references to tools and agents (e.g., Diagnostics Agent, Azure Monitor agent) include clear Linux instructions and links.
  • Add more examples for application monitoring using non-.NET stacks (e.g., Java, Node.js) on Linux clusters.
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Scan History

Date Scan Status Result
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