Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
powershell_heavy
windows_tools
Summary
The documentation demonstrates a strong Windows bias. All virtual machine creation examples use Windows Server images (win2019datacenter), and the only provided instructions for configuring backend servers use PowerShell commands to install IIS (a Windows web server) via the CustomScriptExtension. There are no Linux VM examples, nor are there instructions for installing or configuring a web server on Linux. Additionally, the test instructions reference Internet Explorer, a Windows-only browser, and do not mention Linux alternatives.
Recommendations
- Provide parallel examples for Linux virtual machines, such as using Ubuntu or CentOS images in the az vm create commands.
- Include instructions for installing and configuring a web server (e.g., Apache or Nginx) on Linux VMs using the CustomScriptExtension with bash commands.
- When referencing tools or browsers for testing (e.g., Internet Explorer), also mention Linux-compatible alternatives such as Firefox or Chromium.
- Ensure that all scripts and automation steps have both Windows and Linux variants, and clearly label them.
- Consider alternating the order of Windows and Linux examples or presenting them side-by-side to avoid 'windows_first' bias.
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