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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation provides only Windows-based examples for backend VMs (Windows Server 2019) and uses PowerShell scripts to install IIS, with no mention of Linux alternatives. All instructions for backend setup and verification are Windows-centric, and the only automation example is a PowerShell command. There are no examples or guidance for deploying Linux VMs or using Bash/SSH for configuration.
Recommendations
  • Include parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Provide Bash/Cloud Shell (Bash) examples for installing a web server (e.g., Apache or Nginx) on Linux VMs.
  • Add notes or sections explaining how to use SSH to connect to Linux VMs for backend configuration.
  • Ensure that automation examples (e.g., VM extensions) are shown for both Windows and Linux, or clarify if only Windows is supported.
  • When listing VM image choices, mention both Windows and Linux options, or clarify that either is supported.
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Scan History

Date Scan Status Result
2026-03-04 00:00 #450 in_progress Biased Biased
2026-03-03 00:00 #446 in_progress Biased Biased
2026-03-02 00:00 #442 in_progress Biased Biased
2026-03-01 00:00 #438 in_progress Biased Biased
2026-02-28 00:00 #434 in_progress Biased Biased
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