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
Summary
The documentation page exhibits mild Windows bias. PowerShell is mentioned before Azure CLI when describing how to run the ARM template, and the error handling example is given first for PowerShell. The sample runbooks include a PowerShell runbook and a Python runbook, but no explicit Bash or Linux shell example. References to running the template from PowerShell are given before Azure CLI, and the instructions for specifying parameters use PowerShell syntax first.
Recommendations
  • Present Azure CLI and PowerShell instructions in parallel, or list Azure CLI first to avoid Windows-first ordering.
  • Add explicit Bash or Linux shell runbook examples alongside PowerShell and Python.
  • Ensure error messages and troubleshooting steps include both PowerShell and Azure CLI examples, with equal prominence.
  • Reference Linux tools and workflows where appropriate, such as running ARM templates from Bash or other Linux shells.
  • Clarify that both Windows and Linux users can follow the steps, and provide links to platform-specific guidance if needed.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Biased Biased
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean