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

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 ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

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