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
missing_linux_example
windows_tools
Summary
The documentation provides a detailed PowerShell script for accessing audit logs via the Microsoft Entra reporting API, but does not offer equivalent examples for Linux/macOS users (e.g., Bash, curl, Python). The use of PowerShell and references to Azure Cloud Shell (which supports PowerShell) create friction for users on non-Windows platforms. No Linux/macOS command-line examples or tool recommendations are present.
Recommendations
  • Add a Bash/curl example for querying the Microsoft Graph API and downloading audit logs.
  • Provide a Python example using the 'requests' library to demonstrate cross-platform API access.
  • Explicitly mention that the API can be accessed from any platform and link to relevant cross-platform SDKs or CLI tools.
  • Clarify which parts of the workflow are platform-agnostic and which are Windows-specific.
  • Consider listing Linux/macOS examples before or alongside PowerShell to avoid implicit prioritization.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-08 00:00 #84 in_progress Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2026-01-06 18:40 #75 cancelled Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-22 00:00 #24 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets