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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for making REST API calls, recommending PowerShell as the primary tool, and omitting equivalent Linux or cross-platform command-line examples (such as curl or bash). Windows tools and patterns are mentioned first and exclusively, with no guidance for users on Linux or macOS systems.
Recommendations
  • Add equivalent Linux/macOS examples using curl, httpie, or bash scripts for REST API calls.
  • Mention cross-platform tools (e.g., Azure CLI, ARMClient, curl) before or alongside PowerShell.
  • Provide authentication instructions for REST API calls using Azure CLI or other cross-platform methods.
  • Clarify that PowerShell is one option among several, and link to resources for Linux/macOS users.
  • Ensure all code samples are available in both PowerShell and bash/curl formats.
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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
2026-01-11 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