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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by prioritizing PowerShell for automation and GUID generation, referencing Windows-centric tools (Visual Studio, PowerShell), and omitting Linux-specific or cross-platform command-line examples for key tasks. While curl is mentioned, the primary automation flow and examples assume a Windows/PowerShell environment, with no Linux shell or CLI parity.
Recommendations:
  • Provide equivalent Linux/bash command-line examples for all PowerShell commands (e.g., show how to generate a GUID with uuidgen or openssl).
  • List cross-platform tools (curl, httpie, Postman, etc.) before or alongside Windows-specific tools like PowerShell and Visual Studio.
  • Include Linux/macOS authentication and scripting guidance (e.g., Azure CLI usage, bash scripts) alongside PowerShell.
  • Clarify that all REST API examples are platform-agnostic and provide sample requests using curl or httpie.
  • Avoid assuming the user is on Windows; use neutral language and tool ordering.
  • Where screenshots or instructions reference Windows UI, note any differences for Linux/macOS users or provide alternative instructions if needed.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased