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
windows_tools
Summary
The documentation page demonstrates a notable Windows bias: virtual machines are created using Windows Server images only, and all configuration and verification steps (such as installing IIS) rely exclusively on PowerShell commands and Windows tooling. There are no Linux VM examples, nor are there instructions for using Bash, SSH, or Linux-native web servers. This creates friction for users wishing to deploy Linux-based backends or use Linux/macOS for management.
Recommendations
  • Add parallel instructions for creating Linux virtual machines (e.g., Ubuntu) as backend servers.
  • Provide Bash/Azure CLI examples for installing a web server (such as Apache or Nginx) on Linux VMs.
  • Show how to use Azure Cloud Shell in Bash mode, not just PowerShell.
  • Include screenshots and command snippets relevant to Linux/macOS environments.
  • Explicitly mention that backend pools can contain Linux VMs and provide guidance for those setups.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Biased Biased

Flagged Code Snippets