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_tools
powershell_heavy
windows_first
Summary
The documentation is generally Linux-focused, as expected for the Key Vault VM Extension for Linux. However, there are several instances where Windows-centric tools and patterns (notably Azure PowerShell) are presented prominently or before Linux-native alternatives. PowerShell deployment instructions are detailed and appear before Azure CLI examples, and troubleshooting guidance references Azure PowerShell before Azure CLI. There is also a reference to a Windows VM access policy guide in the template deployment section, which may confuse Linux users.
Recommendations
  • Present Azure CLI examples before Azure PowerShell, as CLI is cross-platform and native to Linux/macOS.
  • Clarify that Azure PowerShell is optional and primarily for Windows users; highlight CLI as the recommended approach for Linux.
  • In troubleshooting sections, show Azure CLI commands first, and add Bash scripting examples where appropriate.
  • Remove or clarify references to Windows-specific documentation (e.g., access policy guides for Windows VMs) and link to Linux-relevant guides.
  • Add explicit notes about tool compatibility (e.g., Azure PowerShell on Linux) if PowerShell instructions are retained.
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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