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 is focused on setting up Pacemaker on RHEL in Azure and is generally Linux-centric. However, there is notable Windows bias in several areas: (1) The only example for creating and attaching Azure shared disks uses PowerShell, with Azure CLI and portal alternatives mentioned only in passing; (2) The documentation references Windows-specific Azure services and patterns (e.g., managed identities, PowerShell-based resource deployment) before Linux-native equivalents; (3) The services metadata includes 'virtual-machines-windows', and some links and instructions reference Windows VM patterns. These biases may create friction for Linux/macOS users who prefer Azure CLI or native Linux tooling.
Recommendations
  • Provide full Azure CLI examples for disk creation and attachment alongside PowerShell, with equal prominence.
  • Explicitly document steps for using the Azure portal for resource deployment, not just as a reference link.
  • Review and update service metadata to reflect the Linux focus of the guide.
  • Ensure all referenced tools and patterns (e.g., managed identities, role assignments) include Linux-native workflows and commands.
  • Where PowerShell is shown, offer Bash/CLI equivalents in parallel, especially for critical provisioning steps.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets