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
powershell_heavy
missing_linux_example
Summary
The documentation page provides a broad overview of Azure Service Fabric, covering both Windows and Linux support. However, there is a noticeable Windows bias in several areas: Windows terminology and executables (e.g., FabricHost.exe) are described first and in detail, with Linux equivalents only mentioned later or not at all. PowerShell is frequently referenced as a primary management tool, with CLI and REST APIs listed after. Standalone cluster creation is described only for Windows, with Linux standalone clusters explicitly noted as unsupported. Examples and instructions tend to use Windows-centric tools and patterns, and Linux-specific workflows or examples are generally missing or referenced second.
Recommendations
  • Provide equal prominence to Linux workflows and tools, especially in sections describing cluster nodes, management, and health monitoring.
  • Include Linux-specific examples and instructions where possible, such as using Linux CLI tools, shell commands, and Linux service management patterns.
  • Clarify when features or instructions are Windows-only, and offer Linux alternatives or workarounds if available.
  • In lists of management tools (PowerShell, CLI, REST), present CLI and REST APIs before or alongside PowerShell to avoid implying PowerShell is the primary or preferred method.
  • Add links or references to Linux-focused documentation or quickstarts where available.
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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