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_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. It references 'Windows Azure Service Management API' in the registration section, and the Azure PowerShell examples (a Windows-centric tool) are presented before Azure CLI and Python. The portal instructions are also Windows-oriented, as the Azure portal is most commonly accessed from Windows environments and the screenshots do not mention Linux or cross-platform specifics. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tools or patterns. However, Azure CLI and Python examples are included, which are cross-platform.
Recommendations
  • Add explicit bash/shell examples for resource provider management using Azure CLI, demonstrating usage in Linux environments.
  • Clarify that Azure CLI and Python examples work equally well on Linux, macOS, and Windows.
  • Avoid referring to 'Windows Azure Service Management API' unless necessary; if referenced, explain its cross-platform relevance or alternatives.
  • Ensure screenshots and portal instructions do not imply Windows-only usage (e.g., avoid Windows-specific UI elements or terminology).
  • Consider listing Azure CLI examples before PowerShell, as CLI is cross-platform and more common in Linux environments.
  • Mention Linux-native tools (such as curl for REST API calls) where appropriate.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets