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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation demonstrates a moderate Windows bias. Windows-based deployment methods and tools (such as Visual Studio and Visual Studio Code) are mentioned first and more frequently, with Linux-specific considerations often appearing later or as exceptions. Some deployment methods are described as 'Windows-only' without providing Linux alternatives or clear guidance for Linux users. There is a lack of Linux-specific command-line examples, and Windows-centric tools and patterns are emphasized.
Recommendations:
  • Provide Linux-specific examples and workflows alongside Windows ones, especially for deployment methods marked as 'Windows-only' or 'Linux-only'.
  • Ensure that Linux command-line tools (e.g., Bash, Azure CLI on Linux) are given equal prominence to Windows tools (e.g., PowerShell, Visual Studio).
  • When listing deployment methods or tools, alternate or parallelize the presentation of Windows and Linux options, rather than defaulting to Windows-first ordering.
  • Clarify and expand on Linux deployment scenarios, especially where certain features are unavailable or behave differently, and offer recommended alternatives.
  • Include explicit Linux shell command examples (not just Azure CLI, but also Bash scripting where appropriate) to improve parity for Linux users.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean
2025-07-09 23:22 #6 cancelled ✅ Clean

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