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
windows_first
powershell_heavy
Summary
The documentation page exhibits mild Windows bias. In the section describing how to enumerate available 'list*' operations for resource types, the PowerShell example (Get-AzProviderOperation) is presented first, before the Azure CLI example. Only PowerShell and Azure CLI are mentioned as tooling options, with no reference to Linux-native tools or patterns (such as Bash scripting, jq, or REST API usage via curl). The rest of the page is platform-neutral, focusing on Bicep syntax and Azure REST APIs.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and more commonly used on Linux/macOS.
  • Include Linux-native command-line examples (e.g., using curl and jq to query the REST API for provider operations).
  • Explicitly mention that Azure CLI works on Linux/macOS/Windows, while PowerShell is primarily a Windows tool (though available cross-platform).
  • Add a note or example for querying REST API operations using curl, to ensure parity for Linux users.
  • Review other documentation pages for similar ordering or tool selection bias and standardize on platform-neutral or Linux-first patterns where possible.
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Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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 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