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 exhibits a moderate Windows bias. Windows-specific tools, APIs, and troubleshooting steps are mentioned first or exclusively (e.g., references to the Windows certificate store, Win32 CryptoAPI, CAPI2 logging, and error codes). Linux equivalents are only briefly mentioned or omitted, and there are no concrete Linux/macOS command examples or troubleshooting guidance. This may create friction for Linux users configuring or diagnosing Service Fabric clusters.
Recommendations
  • Provide explicit Linux/macOS equivalents for certificate storage paths, management commands, and troubleshooting steps (e.g., show how to check certificates in /var/lib/sfcerts, use OpenSSL, or relevant Linux logs).
  • When referencing Windows-specific APIs or logs (e.g., Win32 CryptoAPI, CAPI2 logging), add parallel guidance for Linux (e.g., OpenSSL verification, syslog, journalctl, or Service Fabric logs on Linux).
  • Include Linux/macOS-specific error messages and common troubleshooting steps.
  • Where possible, show both Windows and Linux examples side-by-side, especially for certificate installation, validation, and cluster manifest configuration.
  • Clarify any platform-specific limitations or differences in Service Fabric certificate handling.
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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