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
missing_linux_example
Summary
The documentation page demonstrates a subtle Windows bias by mentioning Windows VM passwords as the first example of secrets, while Linux VM SSH keys are mentioned second. There are no platform-specific examples or instructions for either Windows or Linux, but the order of mention and lack of explicit Linux-focused guidance (such as handling SSH keys or integration with Linux tools) suggests a slight preference for Windows scenarios. No PowerShell or Windows-only tools are referenced, but Linux parity could be improved.
Recommendations
  • Provide explicit examples for both Windows and Linux scenarios, such as storing and retrieving SSH keys for Linux VMs.
  • Alternate the order of examples to avoid always listing Windows first.
  • Include platform-specific guidance or screenshots for Linux users, such as using secrets for SSH key injection.
  • Reference Linux command-line tools or scripts where relevant, alongside any Windows tools.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean