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
windows_tools
Summary
The documentation page demonstrates Windows bias primarily in the 'Next steps' section, where the quickstart example references creating VMs with a custom IIS extension installed, implicitly targeting Windows Server and IIS. There are no Linux-specific examples, nor is there mention of Linux web servers (e.g., Apache, Nginx) or Linux VM setup. The documentation also references Windows tools (IIS) without Linux equivalents and provides examples that assume Windows-first deployment patterns.
Recommendations
  • Include Linux-based examples in quickstart guides, such as deploying Apache or Nginx on Ubuntu VMs and configuring load balancing for those.
  • Mention Linux VM setup and provide parity in instructions for both Windows and Linux environments.
  • Reference Linux tools and patterns (e.g., systemd, ufw, SELinux) where relevant, alongside Windows tools.
  • Ensure that documentation examples and walkthroughs are balanced between Windows and Linux platforms, or explicitly state platform differences where applicable.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
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 Clean Clean