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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is presented as a primary automation example, and the term 'PowerShell' is explicitly called out before Azure CLI. The CLI example is generic and not specifically tailored for Linux, and there are no bash or Linux shell script examples. The portal instructions and screenshots are Windows-centric (Azure portal is most commonly accessed from Windows environments), and there is no mention of Linux-specific tooling or patterns in the main workflow. The 'Next steps' section does link to Linux-specific guides, but the main content prioritizes Windows tools and patterns.
Recommendations
  • Add explicit Linux shell/bash examples for resource creation, possibly using curl or REST API calls.
  • Clarify that Azure CLI commands can be run natively on Linux and provide Linux-specific usage notes (e.g., installation, authentication).
  • Include screenshots or instructions for accessing the Azure portal from Linux environments (e.g., via Firefox on Ubuntu).
  • Mention Linux-native automation tools (e.g., Ansible, Terraform) for file share provisioning.
  • Ensure parity in examples by presenting Azure CLI before PowerShell, or side-by-side, to avoid Windows-first ordering.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean

Flagged Code Snippets