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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell is presented as the only command-line method for manual appliance setup, with no Linux shell or cross-platform alternatives. Registry and group policy checks are exclusively Windows-specific, and all troubleshooting and configuration steps reference Windows tools and concepts. The order of presentation also puts Windows-centric methods (PowerShell, registry, group policy) before any mention of Linux, which is only referenced in passing when discussing credentials for VMs. There are no Linux shell examples or instructions for deploying or managing the appliance from a Linux environment.
Recommendations
  • Provide equivalent Linux shell (bash) instructions for manual appliance setup, including any scripts or commands needed.
  • Document Linux-specific prerequisites and troubleshooting steps (e.g., SELinux/AppArmor, systemd services, firewall configuration) alongside Windows registry/group policy checks.
  • Clarify whether the appliance can be deployed or managed from Linux hosts, and if so, include explicit steps and examples.
  • Ensure parity in credential management instructions, showing how to securely provide credentials for Linux VMs using Linux-native tools.
  • Review the order of presentation to avoid Windows-first bias, and explicitly state platform requirements and limitations at the outset.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed 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