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, but exhibits Windows bias in several areas. PowerShell is used exclusively for scripting examples, and the Key Vault VM extension discussed is Windows-specific. The documentation references Windows concepts (such as certificate store locations, ACLing, S-channel, and renewal linking) without Linux equivalents or alternatives. Windows tools and patterns are mentioned first and exclusively, with no Linux-specific guidance or parity for certificate provisioning, automation, or management.
Recommendations
  • Add Linux-specific scripting examples (e.g., Bash, Azure CLI) alongside PowerShell.
  • Explicitly document how certificate provisioning and management can be accomplished on Linux-based Service Fabric clusters, including any limitations or differences.
  • Clarify which VM extensions or provisioning mechanisms are supported on Linux and provide guidance for Linux users.
  • Mention Linux certificate store locations and access control mechanisms where relevant.
  • If certain features are Windows-only (e.g., Key Vault VM extension for Windows), clearly state this and provide Linux alternatives or workarounds.
GitHub Create Pull Request

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

Flagged Code Snippets