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
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. The main VM creation walkthrough uses a Windows 11 Pro image as its example, with no mention of Linux images or their configuration differences. The only explicit scripting example for copying VMs uses a PowerShell script, with no Azure CLI or Linux shell alternatives provided. While the page references Azure CLI and ARM templates as alternative creation methods, it does not provide direct examples or links in the main flow, and Windows tools/patterns are mentioned first or exclusively in key sections.
Recommendations
  • Include Linux VM creation examples alongside Windows, highlighting any differences in settings or options.
  • Provide explicit Azure CLI and Bash script examples for tasks such as copying VMs, not just PowerShell.
  • Alternate the order of examples so Linux is shown first in some sections, or present both OS options equally.
  • Add notes or links about Linux-specific considerations (e.g., SSH keys, user setup) in relevant steps.
  • Ensure artifact examples include popular Linux tools as well as Windows software.
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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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased