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
Summary
The documentation page does not provide explicit Windows-only examples or tools, but it does exhibit subtle Windows bias by listing Azure portal, Azure Resource Manager APIs, and Azure CLI as primary provisioning and management options before mentioning Linux-native tools like Helm, kubectl, or oc. There are no explicit Linux command-line examples, and the documentation does not offer parity in showing Linux-specific workflows or tools, despite referencing Kubernetes and containerization (which are typically Linux-centric).
Recommendations
  • Provide explicit Linux command-line examples for provisioning, management, and connectivity tasks (e.g., using kubectl, Helm, or bash scripts).
  • List Linux-native tools (kubectl, Helm, oc) before or alongside Azure portal/CLI options to avoid Windows-first ordering.
  • Include example workflows for Linux environments, such as managing containers, authentication, and monitoring using Linux tools.
  • Clarify cross-platform compatibility for all tools mentioned, and specify when a tool or workflow is OS-agnostic.
  • Add references to Linux-specific documentation or guides for Azure Arc-enabled data services.
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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