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
Summary
The documentation provides clear, separate instructions for both Linux and Windows VM generalization. However, the Windows section includes more detailed prerequisites and troubleshooting steps, and Windows PowerShell/Command Prompt examples are shown before Linux equivalents in some sections. The Windows example for marking a VM as generalized uses PowerShell, while the Linux example uses Azure CLI, potentially causing friction for cross-platform users. Overall, Linux instructions are present and functional, but Windows receives slightly more attention and detail.
Recommendations
  • Ensure Linux and Windows sections have parity in detail and troubleshooting guidance.
  • Provide Azure CLI examples for Windows VM generalization, not just PowerShell.
  • Consider presenting Linux and Windows instructions in parallel or with equal prominence.
  • Add troubleshooting tips for Linux deprovisioning similar to those given for Windows Sysprep.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Clean Clean
2026-02-15 00:00 #384 in_progress Clean Clean
2026-02-14 00:00 #380 in_progress Clean Clean
2026-02-13 00:00 #376 in_progress Clean Clean
2026-02-12 00:00 #372 in_progress Clean Clean
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Clean Clean
2026-02-08 00:00 #356 completed Clean Clean
2026-02-05 00:00 #344 completed Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
2026-02-03 00:00 #336 completed Biased Biased

Flagged Code Snippets