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 provides a mix of platform-neutral JSON ARM template examples and PowerShell scripts, but the only explicit scripting example for certificate enrollment is in PowerShell. The Key Vault VM extension is described as 'for Windows', and its documentation links and schema are Windows-specific. The 'linkOnRenewal' feature is explicitly noted as Windows-only, and troubleshooting sections reference Windows APIs (S-channel, CERT_RENEWAL_PROP_ID). Linux equivalents (such as Azure Key Vault Linux VM extension, Bash/CLI examples, or Linux certificate store handling) are not mentioned or demonstrated. Windows-centric tools and patterns (PowerShell, Windows certificate store, S-channel) are referenced before or instead of Linux alternatives.
Recommendations
  • Add Azure CLI or Bash scripting examples for certificate enrollment and management alongside PowerShell.
  • Explicitly mention and link to the Key Vault VM extension for Linux, and clarify any differences in behavior or limitations.
  • Provide guidance or examples for managing certificates on Linux nodes (e.g., certificate store locations, permissions, monitoring).
  • Where Windows-specific features are discussed (e.g., linkOnRenewal, S-channel), note Linux alternatives or limitations.
  • Ensure troubleshooting and FAQ sections address Linux scenarios, including relevant APIs and certificate handling.
  • Balance example order so Linux and Windows are equally represented, or clarify when features are Windows-only.
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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

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