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:
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation provides only a PowerShell script example for programmatically accessing Azure AD B2C audit logs, with no equivalent Linux/bash/cURL example. The use of PowerShell and references to Azure Cloud Shell (which supports PowerShell by default) reinforce a Windows-centric approach. There is no mention of Linux-native tools or cross-platform scripting options, and the scripting section is labeled as 'PowerShell script' without alternatives.
Recommendations:
  • Add a bash/cURL example for querying the Microsoft Graph API for audit logs, including authentication and pagination.
  • Explicitly mention that the API can be accessed from any platform and provide cross-platform code samples.
  • Reference Linux tools (such as jq, curl, wget) alongside PowerShell, and clarify that the process is not limited to Windows environments.
  • Reorganize the scripting section to present both PowerShell and bash/cURL examples, or provide a language selector for users to choose their preferred scripting environment.
  • Update language to avoid implying PowerShell is the only or primary method for automation.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ❌ Biased
2025-09-15 00:00 #112 completed ❌ Biased
2025-09-14 00:00 #111 completed ❌ Biased
2025-09-13 00:00 #110 completed ❌ Biased
2025-09-12 00:00 #109 completed ❌ Biased
2025-09-11 00:00 #108 completed ❌ Biased
2025-09-09 00:00 #106 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 21:17 #46 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-13 20:32 #43 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets