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_tools
windows_first
Summary
The documentation page provides a comprehensive overview of certificate management in Azure Service Fabric clusters. However, there is a notable Windows bias: PowerShell is the only scripting example provided for certificate enrollment, and the Key Vault VM extension is discussed exclusively in its Windows variant. The documentation references Windows-specific certificate store concepts (e.g., 'LocalMachine', 'MY'), and the linking-on-renewal feature is described as 'Only Windows'. There are no explicit Linux/macOS examples or guidance for equivalent certificate provisioning or automation, and Windows terminology/tools are used throughout, often without mentioning Linux alternatives.
Recommendations
  • Add CLI/bash examples for certificate enrollment and provisioning, using Azure CLI or REST API, to complement PowerShell scripts.
  • Document the Key Vault VM extension for Linux (if available), or clarify limitations and provide Linux-specific guidance for certificate provisioning.
  • Include references to Linux certificate stores (e.g., /etc/ssl/certs) and explain how Service Fabric clusters on Linux nodes should manage certificates.
  • Where Windows-specific features (like linking-on-renewal) are discussed, explicitly state Linux/macOS limitations or alternatives.
  • Ensure that JSON ARM templates and deployment steps are annotated for cross-platform applicability, noting any OS-specific requirements.
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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