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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a bias towards Windows environments by providing detailed Azure PowerShell examples and troubleshooting steps, referencing Windows-centric tools (PowerShell), and omitting equivalent Linux/CLI/bash instructions. The order of presentation also places PowerShell as a primary method, with no mention of cross-platform alternatives like Azure CLI or REST API usage via curl. This may disadvantage users working on Linux or macOS systems.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell instructions, showing how to perform the same configuration tasks on Linux/macOS.
  • Include REST API usage examples using curl or similar cross-platform tools, especially for the 'Update By Id' operation.
  • Explicitly mention that PowerShell is available on Linux/macOS, or clarify platform requirements for each method.
  • Reorder sections so that platform-neutral methods (Azure portal, REST API, Azure CLI) are presented before Windows-specific tools like PowerShell.
  • Add troubleshooting steps and error handling for Azure CLI and REST API methods, not just PowerShell.
GitHub Create Pull Request

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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets