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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All configuration steps, compatibility notes, and troubleshooting guidance are focused exclusively on Windows environments. Windows-specific features (such as Memory Integrity, Virtual Machine Platform, and sysprep) are mentioned without Linux equivalents. There are no examples or instructions for enabling hibernation on Linux-based dev boxes, nor any mention of Linux compatibility or requirements. The CLI examples all use Windows OS parameters, and troubleshooting links are Windows-specific.
Recommendations
  • Explicitly state whether hibernation is supported for Linux-based dev boxes. If not, clarify this limitation early in the documentation.
  • If Linux support exists, provide equivalent instructions and examples for configuring hibernation on Linux dev boxes, including relevant CLI flags and compatibility considerations.
  • Include troubleshooting guidance for Linux images, or a note that troubleshooting is Windows-only if Linux is unsupported.
  • Mention Linux tools and patterns (such as cloud-init, systemd, or Linux-specific VM settings) where appropriate.
  • Ensure that references to OS-specific features (like Memory Integrity or Virtual Machine Platform) are clearly marked as Windows-only, and provide Linux alternatives or a statement of non-applicability.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets