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 notable Windows bias by providing only PowerShell-based CLI examples for scripting and REST API invocation, with no mention of Linux/macOS shell alternatives (such as Bash, curl, or Azure CLI). PowerShell is presented as the default/only scripting environment for automation tasks, and Windows-centric tools are referenced exclusively. This creates friction for Linux/macOS users who may not have PowerShell installed or prefer native shell tools.
Recommendations
  • Add equivalent Bash/curl and Azure CLI examples for all scripting sections, especially for REST API calls and automation tasks.
  • Explicitly mention that PowerShell examples can be run cross-platform, or provide guidance for installing PowerShell on Linux/macOS if required.
  • Present examples for both Windows (PowerShell) and Linux/macOS (Bash/curl/Azure CLI) side-by-side, or indicate which examples are platform-agnostic.
  • Reference Linux/macOS tools and patterns where appropriate, such as using curl for REST API requests and jq for JSON parsing.
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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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets