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_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits some Windows bias, particularly in sections discussing endpoint management and GPU VM sizing. Windows-specific tools (SysPrep, PsGetSid, Microsoft Configuration Manager) are mentioned exclusively for endpoint management, with no Linux/macOS equivalents or guidance. GPU VM sizes for visualization are marked as '(Windows only)', but no Linux alternatives or instructions are provided. Overall, Linux and macOS users may find gaps in guidance for endpoint management and visualization workloads.
Recommendations
  • Provide Linux/macOS equivalents or alternatives for endpoint management, such as guidance on managing machine identity and security for Linux VMs.
  • Include examples or references for Linux/macOS endpoint management tools (e.g., cloud-init, Ansible, etc.) and how to generalize images for those platforms.
  • Clarify GPU VM sizing for Linux: indicate which visualization VM sizes are supported for Linux, and provide instructions or links for setting up remote visualization on Linux VMs.
  • Where Windows-only tools are mentioned, explicitly state the limitations for Linux/macOS and offer alternative approaches or workarounds.
  • Ensure that examples and instructions are provided for both Windows and Linux/macOS platforms where relevant, especially in critical workflow sections.
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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