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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page provides only C# code examples and references to the Azure Resource Graph SDK, which is most commonly used in Windows/.NET environments. There are no examples or guidance for Linux-native tools, scripting languages (such as Bash or Python), or cross-platform command-line interfaces like Azure CLI. There is also no mention of PowerShell, but the heavy reliance on C# and .NET patterns suggests a Windows-centric approach.
Recommendations
  • Add equivalent examples using Azure CLI (az graph query) to demonstrate how to handle throttling, grouping, and pagination from the command line, which is widely used on Linux.
  • Provide Python SDK examples, as Python is a popular cross-platform scripting language for automation on both Linux and Windows.
  • Include Bash scripting examples for staggered and parallel queries using curl or az CLI, showing how to parse throttling headers and implement backoff logic.
  • Explicitly mention that the guidance and APIs are cross-platform, and provide links or references to SDKs and tools for Linux users.
  • If PowerShell is relevant, provide PowerShell Core (cross-platform) examples, not just Windows PowerShell.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets