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
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell examples for audit log searches, referencing Windows-centric tools and roles (Exchange Online, Office 365), and omitting any Linux or cross-platform CLI alternatives. The instructions and code snippets assume a Windows environment, with no mention of Linux-compatible methods or tools for accessing or querying audit logs.
Recommendations
  • Include equivalent examples using cross-platform tools such as Bash, curl, or Python scripts for querying the audit log via REST APIs.
  • Mention and document how to access audit logs from Linux or macOS environments, including authentication and API usage.
  • Provide guidance on using platform-agnostic tools (e.g., Microsoft Graph API, Office 365 Management Activity API) from non-Windows systems.
  • Clarify any platform requirements or limitations, and offer alternatives for users who do not have access to PowerShell or Windows environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean

Flagged Code Snippets