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 notable Windows bias by providing PowerShell-heavy examples, referencing PowerShell cmdlets for key operations (e.g., key rotation), and listing PowerShell runbooks and tutorials before Python equivalents. There are no CLI or Bash examples for Linux/macOS users, and the documentation does not mention cross-platform alternatives for key management or runbook creation.
Recommendations
  • Add equivalent Azure CLI and Bash examples for key operations (e.g., key rotation) alongside PowerShell commands.
  • Present Python and cross-platform runbook tutorials before or alongside PowerShell tutorials to avoid Windows-first ordering.
  • Explicitly mention that Azure Automation is cross-platform and provide guidance for Linux/macOS users where relevant.
  • Reference documentation for Az CLI and REST API methods for managing Automation accounts and keys.
  • Clarify which steps or tools are platform-agnostic and which are Windows-specific.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets