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 extensive PowerShell examples and references to Windows-specific tooling and patterns (such as certificate store locations, ACLing, and Key Vault VM extension for Windows). While the core certificate management concepts are platform-neutral, the hands-on examples, troubleshooting, and automation scripts are almost exclusively presented using Windows-centric tools and PowerShell, with little to no mention of Linux equivalents or cross-platform approaches. Windows terminology and mechanisms (e.g., S-channel, certificate store, ACLing) are explained in detail, while Linux alternatives are absent or implied.
Recommendations
  • Add equivalent examples using Azure CLI and/or Bash scripts for certificate enrollment, provisioning, and rotation.
  • Explicitly document how certificate provisioning and management works for Service Fabric clusters running on Linux VMs/VMSS, including any differences in certificate store handling, permissions, and automation.
  • Reference and link to Key Vault VM extension documentation for Linux, if available, or clarify limitations.
  • When discussing certificate stores, ACLing, and linking, provide Linux-specific guidance (e.g., file permissions, OpenSSL usage) where relevant.
  • Ensure troubleshooting and FAQ sections include Linux scenarios and commands.
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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