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
Summary:
The documentation provides only a PowerShell script example for programmatically accessing audit logs, with no equivalent example for Linux or cross-platform shells (e.g., Bash, curl, Python). The use of PowerShell and references to Azure Cloud Shell (which supports PowerShell by default) may disadvantage Linux users or those preferring non-Windows scripting environments. There is no mention of how to perform the same tasks using common Linux tools or languages.
Recommendations:
  • Provide a Bash/curl example for querying the Microsoft Graph API to retrieve audit logs, including authentication via client credentials.
  • Include a Python script example using the requests library to demonstrate cross-platform access.
  • Explicitly mention that the API can be accessed from any platform and provide guidance for Linux/macOS users.
  • Where PowerShell is used, add a note or section for equivalent Linux/macOS commands or scripts.
  • Consider referencing platform-agnostic tools (e.g., HTTPie, curl, Python) before or alongside PowerShell.
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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

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