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
windows_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. Windows-centric tools and patterns (e.g., Windows event log formats, NT AUTHORITY accounts, and references to 'WIN-DATABOXADMIN') are used in log samples and explanations. The verbose log sample is formatted as XML but is presented within a PowerShell code block, and the audit log sample is clearly based on Windows event logs. There are no explicit Linux/macOS command examples, nor is there guidance for interpreting logs or accessing Data Box from non-Windows systems. The documentation assumes familiarity with Windows authentication and logging conventions, which may create friction for Linux/macOS users.
Recommendations
  • Provide explicit Linux/macOS examples for accessing Data Box logs and credentials, such as using SSH, NFS, or SMB from Linux.
  • Include sample audit logs generated from Linux-based access, highlighting differences in authentication and log formats.
  • Clarify whether all features (e.g., chain of custody logs, device credential access) are available and accessible from Linux/macOS, and document any platform-specific limitations.
  • Avoid presenting Windows-specific log formats and account names as the only example; add parity for Linux/macOS environments.
  • If PowerShell is not required, use neutral code blocks for XML or log samples.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets