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
windows_tools
windows_heavy_examples
Summary
The documentation page demonstrates a Windows bias by listing Windows extensions before Linux extensions, providing a longer and more detailed table for Windows-specific extensions, and referencing Windows-centric tools such as Windows Admin Center and PowerShell. The partner extensions table also lists Windows variants before Linux. The deployment methods mention Azure PowerShell (primarily a Windows tool) alongside Azure CLI, but do not highlight Linux-native management tools or shell examples. The overall structure and content favor Windows scenarios and tools, with Linux equivalents presented secondarily.
Recommendations
  • Present Linux and Windows extension tables side-by-side or alternate their order to avoid implicit prioritization.
  • Ensure parity in the number and detail of Linux extension examples, matching the coverage given to Windows.
  • Include Linux-native management tool examples (e.g., Bash scripts, cloud-init) alongside PowerShell and CLI.
  • Highlight cross-platform management approaches and clarify which tools are available on Linux.
  • Add explicit Linux usage scenarios and troubleshooting sections to match Windows coverage.
  • Avoid listing Windows-specific tools (e.g., Windows Admin Center) without mentioning Linux alternatives or clarifying platform limitations.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Biased Biased
2026-02-04 00:00 #339 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