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_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits Windows bias primarily in the examples and terminology used. For instance, billing data examples for Arc-enabled SQL Server include 'osType': 'Windows', 'manufacturer': 'Microsoft', and 'model': 'Hyper-V', with no Linux or non-Microsoft virtualization examples. There are no explicit Linux or cross-platform examples for inventory, billing, or diagnostics. Windows-centric terms and tools (such as SQL Server, Hyper-V, and Windows OS) are referenced, while Linux equivalents (e.g., KVM, Linux OS, or Linux-based SQL deployments) are absent. No PowerShell examples are present, but the overall framing and examples are Windows-first and lack Linux parity.
Recommendations
  • Add explicit Linux-based examples for inventory, billing, and diagnostics data, including sample JSON payloads with 'osType': 'Linux', and Linux-specific virtualization (e.g., KVM, VMware).
  • Mention Linux deployment scenarios and tools (such as Linux distributions, Linux-based SQL Server, or container runtimes) alongside Windows examples.
  • Ensure that any references to OS, manufacturer, or model in examples include both Windows and Linux variants.
  • Clarify that Azure Arc-enabled data services support both Windows and Linux environments, and provide guidance for Linux administrators.
  • Where relevant, include cross-platform CLI commands and avoid exclusive use of Windows terminology.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets