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 exhibits mild Windows bias by referencing PowerShell as a method for creating custom images and uploading VHD files, and by listing Windows-specific tools (sysprep) before Linux equivalents (deprovision). PowerShell is mentioned multiple times as a primary automation option, while Linux command-line alternatives (such as Bash scripts or Azure CLI) are not referenced. The upload instructions mention AzCopy and Storage Explorer, which are cross-platform, but PowerShell is highlighted as a distinct method. The OS selection instructions mention Windows and sysprep before Linux and deprovision.
Recommendations
  • Add explicit examples and links for using Azure CLI and Bash scripts for both uploading VHD files and creating custom images.
  • Ensure Linux instructions (e.g., deprovision) are given equal prominence and detail as Windows instructions (e.g., sysprep).
  • When listing upload methods, alternate the order or group Windows and Linux options together to avoid Windows-first ordering.
  • Provide sample commands for Linux environments (e.g., using Azure CLI on Ubuntu) alongside PowerShell examples.
  • Clarify which tools are cross-platform and recommend them for both Windows and Linux users.
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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