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 generally acknowledges both Windows and Linux support for automatic shutdown in Azure Lab Services. However, there is a notable Windows bias: a warning references only RDP (Windows remote protocol) and links to a Windows-specific shutdown guide, with no equivalent Linux guidance or troubleshooting. There are no Linux-specific configuration examples, troubleshooting steps, or links to Linux shutdown behavior guides. Windows terminology and tools (RDP, Windows shutdown guide) are mentioned before or instead of Linux equivalents.
Recommendations
  • Add a Linux-specific troubleshooting section or link to a guide explaining shutdown behavior for common Linux distributions.
  • Include examples or screenshots for configuring auto-shutdown on Linux-based VMs, especially if the UI or process differs.
  • Provide parity in warnings and guidance, e.g., mention SSH or Linux desktop session disconnects and their impact on auto-shutdown.
  • Reference Linux tools or commands (e.g., systemctl, shutdown) where relevant.
  • Ensure that any Windows-specific links have Linux equivalents or at least a note on Linux differences.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased