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 covers Azure Service Fabric networking best practices for both Windows and Linux clusters, but exhibits several Windows biases. PowerShell and Windows-specific tools are referenced more frequently and prominently (e.g., Client API endpoint described as 'used by PowerShell', Azure DevOps section focuses on classic PowerShell tasks, and Windows container networking is discussed in detail). Windows examples and terminology often appear before Linux equivalents, and some sample links and templates are Windows-centric. Linux-specific guidance is less detailed, and Linux command-line examples are missing.
Recommendations
  • Provide Linux CLI (az CLI, bash) examples alongside PowerShell examples, especially for cluster management and networking tasks.
  • Clarify when guidance applies to both Windows and Linux, and highlight any Linux-specific differences or requirements.
  • Include links to Linux-focused ARM templates and sample clusters, not just Windows ones.
  • Expand Linux container networking guidance, including best practices and troubleshooting.
  • Balance references to Windows tools (e.g., PowerShell) with Linux equivalents (e.g., bash, az CLI).
GitHub Create Pull Request

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