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 demonstrates mild Windows bias in the section describing how to discover list operations for resource types. The PowerShell example (Get-AzProviderOperation) is presented before the Azure CLI example, and only these two command-line options are shown. No Linux-specific tools or shell patterns (e.g., bash, jq, REST/curl) are mentioned. The remainder of the page is platform-neutral, focusing on ARM template syntax and JSON examples.
Recommendations
  • Present Azure CLI examples before PowerShell, or side-by-side, to avoid Windows-first ordering.
  • Include Linux-native shell examples (e.g., bash with curl and jq) for REST API queries.
  • Explicitly state that both Azure CLI and PowerShell are cross-platform, and provide links to installation guides for Linux/macOS.
  • Add a note or section on using ARM templates and related functions from Linux/macOS environments.
  • Where possible, provide REST API invocation examples using curl, which is universally available on Linux.
GitHub Create Pull Request

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