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 demonstrates a Windows bias in several ways: Windows is explicitly referenced in billing data examples (osType: Windows), and the example host is 'Hyper-V', a Windows virtualization technology. There are no Linux-specific examples, nor is Linux mentioned as an alternative in scenarios where OS type is relevant. The documentation also references SQL Server, which is traditionally Windows-centric, without clarifying Linux support or providing parity examples. No Linux tools, patterns, or OS-specific guidance are provided, and Windows appears as the default or only context in examples.
Recommendations
  • Provide explicit Linux examples alongside Windows examples, especially in billing data and resource inventory sections (e.g., osType: Linux, manufacturer: Dell, model: PowerEdge, etc.).
  • Clarify that Azure Arc-enabled data services support both Windows and Linux hosts, and describe any differences in data collection or reporting.
  • Include Linux-relevant tools and patterns (e.g., mention systemd, journalctl, or Linux VM types) where applicable.
  • Ensure that examples and sample JSON documents alternate or include both Windows and Linux scenarios.
  • Add a section or note on cross-platform support and any OS-specific considerations for data collection and reporting.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
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