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 list operations for resource types. The PowerShell example (Get-AzProviderOperation) is presented before the Azure CLI example, and only these two are given. PowerShell is a Windows-centric tool, and presenting it first may signal a preference for Windows users. No Linux-specific tools or shell patterns (e.g., bash, grep, jq) are mentioned. The rest of the documentation is platform-neutral, focusing on ARM template syntax and JSON examples.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as CLI is cross-platform and more commonly used on Linux.
  • Include Linux shell command examples (e.g., using az CLI with grep/jq for filtering) to demonstrate parity.
  • Explicitly state that both PowerShell and Azure CLI are cross-platform, and provide links to installation guides for Linux and macOS.
  • Avoid language that implies PowerShell is the default or preferred method, especially in cross-platform documentation.
  • Consider adding a table or section comparing command usage across Windows (PowerShell), Linux (bash), and macOS environments.
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Scan History

Date Scan Status Result
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
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets