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 demonstrates a Windows bias primarily through its use of IIS as the default backend web server in all test scenarios, which is Windows-specific. There are no Linux-based backend examples (e.g., Apache, Nginx), nor instructions for Linux VM setup or testing. The test and validation steps exclusively reference IIS and do not mention Linux alternatives. Additionally, the portal walkthrough and screenshots implicitly assume a Windows-centric deployment, and the PowerShell instructions (a Windows-preferred tool) are presented with equal prominence to Azure CLI, but Linux-specific nuances are not addressed.
Recommendations
  • Add explicit Linux backend pool examples, such as deploying Ubuntu VMs with Apache or Nginx, and provide links to relevant quickstarts.
  • In the 'Test the load balancer' section, include instructions for verifying load balancing with a Linux web server (e.g., using curl or a browser to access an Apache/Nginx default page).
  • Mention Linux VM creation and configuration steps alongside Windows/IIS, or provide links to Linux-specific quickstarts.
  • Clarify that Azure CLI works cross-platform and highlight any Linux-specific considerations (e.g., shell syntax differences, package installation).
  • Include screenshots or terminal outputs showing Linux web server responses to demonstrate parity.
  • Where PowerShell is referenced, note that it is available on Linux, but also suggest Bash as an alternative for scripting on Linux.
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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 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets