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_first
powershell_heavy
windows_tools
Summary
The documentation demonstrates a mild Windows bias: Windows-specific backup coordination tools (Volume Shadow Service) are mentioned before Linux equivalents, and PowerShell examples are consistently presented before Azure CLI examples. The documentation refers to Windows applications and tools first, and PowerShell is given equal or greater prominence than Azure CLI, which is more cross-platform. However, Linux is acknowledged, and CLI examples are provided for all tasks.
Recommendations
  • Mention Linux coordination tools (e.g., fsfreeze) before or alongside Windows tools like Volume Shadow Service.
  • Provide more detail or examples for Linux application-consistent backup strategies, not just file-consistent (e.g., using LVM snapshots, database-specific tools).
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI first to emphasize cross-platform support.
  • Clarify that Azure CLI works on Windows, Linux, and macOS, and encourage its use for non-Windows users.
  • Add explicit notes or examples for macOS users where relevant.
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets