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
Summary
The documentation page exhibits mild Windows bias. Windows-specific terminology and tools (such as references to Windows services and EXE/DLL files) are mentioned first or exclusively in several sections, especially in the infrastructure concepts and code package descriptions. The explanation of node startup references Windows services and executables without mentioning Linux equivalents or startup patterns. However, Linux is acknowledged in some places (e.g., Docker containers on Linux, guest executables), and the development cluster is noted as available on Windows, Linux, or Mac.
Recommendations
  • Add Linux-specific details alongside Windows descriptions, such as how Service Fabric nodes start on Linux (e.g., systemd services, relevant Linux processes).
  • When describing code packages, mention typical Linux executable formats (e.g., ELF binaries) and clarify that EXE/DLL is Windows-specific.
  • Where Windows services or tools are referenced, provide Linux equivalents or note differences in cluster/node management.
  • Ensure examples and terminology are presented in a platform-neutral way, or explicitly call out platform-specific differences.
  • Consider alternating the order of Windows and Linux mentions to avoid 'windows_first' bias.
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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