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_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All deployment and cleanup instructions use Azure PowerShell, with no mention of Azure CLI or Bash alternatives. The template example is for a Windows VM only, with no Linux VM options or parameters. References to monitoring and backup jobs link to PowerShell-based guides. There is no guidance for Linux/macOS users or parity in tooling or examples.
Recommendations
  • Add Azure CLI and Bash examples for template deployment and resource cleanup.
  • Include a Linux VM option in the Bicep template, with parameters for Linux images and authentication.
  • Provide links to Linux/macOS-specific guides for backup and monitoring tasks.
  • Clearly indicate which steps are cross-platform and which are Windows-specific.
  • Present CLI/Bash examples before or alongside PowerShell examples to avoid Windows-first bias.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed 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