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/macOS command-line examples (such as curl, httpie, or bash scripting). Windows tools and patterns are mentioned first and exclusively, with no guidance for users on non-Windows platforms.
Recommendations
  • Add Linux/macOS command-line examples using curl or httpie for REST API calls, including authentication steps.
  • Include bash or shell script snippets for generating bearer tokens and making authenticated requests.
  • Mention cross-platform tools (e.g., Azure CLI, ARMClient, REST clients) and provide usage instructions for both Windows and Linux/macOS.
  • Rephrase recommendations to avoid suggesting PowerShell as the default or only option for REST API interaction.
  • Ensure all code blocks are labeled with their platform or tool, and provide parity in example coverage.
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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