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
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is mentioned as an alternative method for creating custom images, and uploading VHD files via PowerShell is listed as an option. Windows tools (Sysprep) are referenced before their Linux equivalents (deprovision), and PowerShell is highlighted as a primary automation tool, with no mention of Bash, CLI, or Linux-native scripting alternatives. The upload instructions and examples focus on Microsoft-centric tools (AzCopy, Storage Explorer, PowerShell), which are more familiar to Windows users, and do not provide parity for Linux command-line tools or workflows.
Recommendations
  • Include examples and instructions for using Azure CLI and Bash scripts for both uploading VHD files and creating custom images.
  • Mention Linux-native tools (such as dd, qemu-img, or SCP) for preparing and transferring VHD files.
  • Provide equal prominence to Linux workflows and tools alongside Windows/PowerShell options.
  • Add explicit examples for Linux users, such as using the Azure CLI on Linux to create custom images.
  • Ensure that references to OS-specific preparation steps (sysprep for Windows, deprovision for Linux) are presented in parallel and with equal detail.
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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