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 provides monitoring guidance for Azure Service Fabric clusters on both Windows and Linux, but there are several areas where Windows tools and patterns are mentioned first or exclusively. Windows-specific tools (Event Log, Event Viewer, Diagnostics Agent) are referenced before Linux equivalents, and some example/tutorial links focus on .NET/Windows scenarios. Linux alternatives are sometimes mentioned, but often as secondary or with less detail. There are few explicit Linux-focused examples or walkthroughs, and some features (like EventStore APIs) are noted as Windows-only without Linux alternatives or workarounds.
Recommendations
  • Ensure Linux monitoring tools and patterns are described with equal prominence and detail as Windows equivalents.
  • Add Linux-focused example walkthroughs and tutorials, especially for application monitoring and cluster diagnostics.
  • Where Windows-only features are mentioned (e.g., EventStore APIs), provide clear guidance or links for Linux users to achieve similar outcomes.
  • When referencing tools (e.g., Service Fabric Explorer, logging frameworks), clarify cross-platform compatibility and provide Linux/macOS setup instructions.
  • Avoid listing Windows tools or patterns first unless they are truly more relevant; alternate order or group by OS where appropriate.
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Scan History

Date Scan Status Result
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