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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias in several ways: it repeatedly references Windows-specific tools (such as PowerShell and Windows Server certificate services), prioritizes Windows scenarios and terminology (e.g., standalone Windows clusters, Windows security), and omits Linux-specific guidance or examples. There are no instructions or references for Linux-based Service Fabric clusters, nor are Linux equivalents for deployment, certificate management, or security configuration mentioned.
Recommendations
  • Add explicit guidance and examples for deploying and securing Service Fabric clusters on Linux, including use of Linux-native tools (e.g., Bash scripts, OpenSSL).
  • Provide parity in documentation for Linux environments, such as instructions for configuring certificates using Linux utilities and managing clusters with Linux command-line tools.
  • Reference Linux security mechanisms and patterns (e.g., Linux user/group management, SELinux/AppArmor, SSH for remote access) alongside Windows-specific recommendations.
  • Include links to relevant Linux documentation and resources for Service Fabric where available.
  • When listing best practices or scenarios, present both Windows and Linux options, or clarify which practices are platform-specific.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased