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_tools
missing_linux_example
windows_first
Summary
The documentation provides a PowerShell-only example for searching audit logs, which is a Windows-centric tool. There are no equivalent Linux/macOS CLI examples (e.g., Bash, curl, Python), nor is there mention of cross-platform alternatives. The use of PowerShell and references to Exchange Online roles further reinforce a Windows-first approach, potentially creating friction for Linux/macOS users.
Recommendations
  • Add examples using cross-platform tools such as Bash scripts, curl, or Python to query the Office 365 Management API.
  • Explicitly mention whether PowerShell Core (pwsh) is supported on Linux/macOS and provide instructions if so.
  • Provide guidance for Linux/macOS users on authenticating and accessing the audit log via REST API or SDKs.
  • Reorder or balance examples so that Windows and Linux/macOS approaches are presented equally.
GitHub Create Pull Request

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