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
powershell_heavy
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for verifying results, but PowerShell is given equal prominence despite being Windows-centric. The 'Next steps' section specifically links to a PowerShell runbook tutorial, reinforcing Windows tooling. There are no Linux shell-specific examples (e.g., Bash), nor is there mention of Linux-native tools or patterns. The documentation implicitly assumes familiarity with Windows tools and workflows.
Recommendations
  • Add explicit Bash/Linux shell examples for verification steps, alongside Azure CLI and PowerShell.
  • Include links to tutorials for creating Automation accounts and runbooks using Bash or Python, not just PowerShell.
  • Clarify that Azure CLI is cross-platform and highlight its use on Linux/macOS as well as Windows.
  • Balance 'Next steps' by providing both PowerShell and Bash/Python runbook tutorials.
  • Mention Linux-native tools or patterns where relevant, and avoid assuming PowerShell as the default automation language.
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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 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

Flagged Code Snippets