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
powershell_heavy
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell deployment instructions, but PowerShell is given equal prominence despite being Windows-centric. The example workload is Internet Information Services (IIS), a Windows-only web server, with no mention of Linux alternatives. There are no Linux-specific examples or guidance for deploying or testing with Linux-based VMs or tools.
Recommendations
  • Include Linux-focused deployment and testing examples, such as using Apache or Nginx on Linux VMs.
  • Provide explicit instructions for connecting to Linux VMs (e.g., SSH) and verifying deployment from a Linux perspective.
  • Clarify that Azure CLI is cross-platform and recommend it as the default for broader compatibility.
  • Add a Linux tab or section alongside PowerShell for parity, especially in deployment and validation steps.
  • Show how to configure and test the load balancer with both Windows and Linux backend VMs.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
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 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