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
Summary
The documentation page demonstrates a Windows bias by providing troubleshooting steps and examples that reference PowerShell scripts for VM deployment, without mentioning or providing equivalent instructions for Linux users (such as Azure CLI or Bash). The guidance assumes familiarity with Windows-centric tools and patterns, and does not offer parity for Linux environments.
Recommendations
  • Include Linux-specific examples, such as using Azure CLI or Bash scripts, alongside PowerShell instructions for ARM template deployments.
  • When referencing scripts or automation, present both Windows (PowerShell) and Linux (CLI/Bash) options, or link to equivalent documentation.
  • Avoid assuming the use of Windows tools by default; explicitly mention cross-platform alternatives where applicable.
  • Add troubleshooting steps and error resolution guidance relevant to Linux users, ensuring equal coverage for both platforms.
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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

Flagged Code Snippets